{"id":"W4205694558","doi":"10.21203/rs.3.rs-1019411/v1","title":"Serotonin regulation of behaviour via large-scale neuromodulation of serotonin receptor networks","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Wellcome Trust","keywords":"Neuromodulation; Serotonin; 5-HT receptor; Neuroscience; Serotonergic; Psychology; Receptor; Biology; Medicine; Internal medicine; Stimulation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008174928,0.0001322148,0.0001805854,0.0001057429,0.0001192759,0.0003804356,0.0002075745,0.0002020593,0.001311344],"category_scores_gemma":[0.0003868394,0.000109233,0.0001632504,0.0001097947,0.0002176531,0.000393978,0.0002053432,0.0002101228,0.0001708104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531298,"about_ca_system_score_gemma":0.0001277885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065984,"about_ca_topic_score_gemma":0.00157914,"domain_scores_codex":[0.9999636,0.000008778191,0.00000164164,0.00001166969,0.000006391376,0.000007800891],"domain_scores_gemma":[0.9998723,0.00005627366,0.00002581147,0.00001232872,0.00001415085,0.00001903981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000453023,0.0001837606,0.01109696,0.0002134816,0.0003016085,0.0006327863,0.0002210777,0.08308845,0.7884281,0.04336047,0.002307902,0.06971247],"study_design_scores_gemma":[0.00008319274,0.0002695918,0.1622146,0.00003186937,0.00009992921,0.0004209854,0.0001644735,0.7375687,0.03304655,0.06317712,0.002874098,0.00004889968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251522,0.001206135,0.06334742,0.000812648,0.00008941724,0.00001748751,0.000240273,0.0001802334,0.008954089],"genre_scores_gemma":[0.9966902,0.000256724,0.002089573,0.00002776834,0.00001539439,0.000006802668,0.00004123629,0.000009171222,0.0008631059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001311344,"threshold_uncertainty_score":0.004386842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672473482629166,"score_gpt":0.3531140135295803,"score_spread":0.2963892787032886,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}