{"id":"W4408813813","doi":"10.1177/07067437251328316","title":"Comparing Antidepressant Effects of Psilocybin-Assisted Psychotherapy in Individuals That Were Unmedicated at Initial Screening Versus Individuals Discontinuing Medications for Study Participation: Comparaison des effets antidépresseurs de la psychothérapie assistée par la psilocybine (PAP) chez les personnes non médicamentées à la sélection initiale et les personnes ayant arrêté les médicaments pour participer à l’étude","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto","funders":"","keywords":"Psilocybin; Depression (economics); Psychiatry; Anxiety; Suicidal ideation; Psychology; Antidepressant; Randomized controlled trial; Major depressive episode; Clinical psychology; Medicine; Poison control; Internal medicine; Hallucinogen; Suicide prevention; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003636211,0.0004887435,0.0009603132,0.0008415347,0.001150693,0.0002147502,0.0007308101,0.0003411627,0.00007764625],"category_scores_gemma":[0.0002179318,0.000403885,0.0002804126,0.0005752995,0.001191815,0.0001906887,0.00004406861,0.0008366515,0.000001458319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265734,"about_ca_system_score_gemma":0.000530308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01087623,"about_ca_topic_score_gemma":0.1210866,"domain_scores_codex":[0.9945919,0.002429797,0.001190648,0.0004934611,0.000531766,0.0007624069],"domain_scores_gemma":[0.9953039,0.002637692,0.001121305,0.0004245522,0.0001776603,0.0003348801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008370835,0.00164507,0.9453983,0.0001700764,0.002810964,0.00001590546,0.04040664,0.0002251968,0.0003118982,0.001610855,0.002895641,0.003672371],"study_design_scores_gemma":[0.01483526,0.0005176467,0.9603863,0.001508482,0.0009984178,0.00003974499,0.01964553,0.0001345285,0.0004105362,0.0007125144,0.0004641915,0.0003468667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832547,0.005464592,0.00192254,0.00547758,0.001183306,0.00100238,0.00007020856,0.00003257556,0.001592165],"genre_scores_gemma":[0.9970399,0.0002833392,0.001827625,0.0001697766,0.0002716016,0.0002896456,0.00002164471,0.00006186314,0.00003466713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102103,"threshold_uncertainty_score":0.9998413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07391211943653066,"score_gpt":0.3947302900675017,"score_spread":0.3208181706309711,"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."}}