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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def gather_implicit_activities(self):
 """Aggregate all implicit activities and active forms of Agents. Iterate over self.statements and collect the implied activities and active forms of Agents that appear in the Statements. Note that using this function to collect implied Agent activities can be risky. Assume, for instance, that a Statement from a reading system states that EGF bound to EGFR phosphorylates ERK. This would be interpreted as implicit evidence for the EGFR-bound form of EGF to have 'kinase' activity, which is clearly incorrect. In contrast the alternative pair of this function: gather_explicit_activities collects only explicitly stated activities. """

        for stmt in self.statements:
            if isinstance(stmt, Phosphorylation) or \
                isinstance(stmt, Transphosphorylation) or \
                isinstance(stmt, Autophosphorylation):
                if stmt.enz is not None:
                    enz_base = self._get_base(stmt.enz)
                    enz_base.add_activity('kinase')
                    enz_base.add_active_state('kinase', stmt.enz.mods)
            elif isinstance(stmt, Dephosphorylation):
                if stmt.enz is not None:
                    enz_base = self._get_base(stmt.enz)
                    enz_base.add_activity('phosphatase')
                    enz_base.add_active_state('phosphatase', stmt.enz.mods)
            elif isinstance(stmt, Modification):
                if stmt.enz is not None:
                    enz_base = self._get_base(stmt.enz)
                    enz_base.add_activity('catalytic')
                    enz_base.add_active_state('catalytic', stmt.enz.mods)
            elif isinstance(stmt, SelfModification):
                if stmt.enz is not None:
                    enz_base = self._get_base(stmt.enz)
                    enz_base.add_activity('catalytic')
                    enz_base.add_active_state('catalytic', stmt.enz.mods)
            elif isinstance(stmt, Gef):
                if stmt.gef is not None:
                    gef_base = self._get_base(stmt.gef)
                    gef_base.add_activity('gef')
                    if stmt.gef.activity is not None:
                        act = stmt.gef.activity.activity_type
                    else:
                        act = 'activity'
                    gef_base.add_active_state(act, stmt.gef.mods)
            elif isinstance(stmt, Gap):
                if stmt.gap is not None:
                    gap_base = self._get_base(stmt.gap)
                    gap_base.add_activity('gap')
                    if stmt.gap.activity is not None:
                        act = stmt.gap.activity.activity_type
                    else:
                        act = 'activity'
                    gap_base.add_active_state('act', stmt.gap.mods)
            elif isinstance(stmt, RegulateActivity):
                if stmt.subj is not None:
                    subj_base = self._get_base(stmt.subj)
                    subj_base.add_activity(stmt.j)