{"id":"W4295028212","doi":"10.1101/2022.09.06.22279626","title":"Effective connectivity of emotion and cognition under psilocybin","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Psilocybin; Default mode network; Psychology; Amygdala; Hallucinogen; Neuroscience; Cognition; Salience (neuroscience); Cognitive psychology; Psychiatry","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":[0.0001741048,0.0002110514,0.0002496102,0.00009032982,0.00007542911,0.0001619766,0.0001021426,0.0001948484,0.003487028],"category_scores_gemma":[0.00026151,0.0001023582,0.00009158504,0.00008316912,0.0002475393,0.0001777773,0.0001155044,0.000274264,0.00009216168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600869,"about_ca_system_score_gemma":0.00007861447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813808,"about_ca_topic_score_gemma":0.000792196,"domain_scores_codex":[0.9999555,0.00001447093,0.000002286509,0.00001282054,0.000007064647,0.000007840401],"domain_scores_gemma":[0.999908,0.00001983394,0.00003679311,0.000009690158,0.00000656439,0.00001913946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1049228,0.001613684,0.007671156,0.0003995695,0.000280588,0.00007298468,0.000138885,0.0006561925,0.8543019,0.0002938884,0.0004595038,0.02918882],"study_design_scores_gemma":[0.00990849,0.08563834,0.7184221,0.00006789847,0.000710009,0.0003703856,0.0002589615,0.003140416,0.1774702,0.001035107,0.002933975,0.00004403161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988326,0.0002148686,0.000218286,0.00003134955,0.000007845426,0.00001960638,0.0002118703,0.00001051351,0.0004529204],"genre_scores_gemma":[0.9990236,0.0001544219,0.0002030606,0.00003415962,0.000006262245,0.00003174673,0.0001326778,0.000003340199,0.0004107398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003487028,"threshold_uncertainty_score":0.01166523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149481993475807,"score_gpt":0.3495745210393374,"score_spread":0.3080797011045793,"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."}}