{"id":"W4206900896","doi":"10.21203/rs.3.rs-1241397/v1","title":"Expert Opinion on Psychedelic-Assisted Psychotherapy for People with Psychotic Symptoms","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Usona Institute","keywords":"Psychotherapist; Psychology; Clinical psychology; Alliance; Psychiatry; Psilocybin; Quality of life (healthcare); Expert opinion; Medicine; Hallucinogen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01645698,0.0002738503,0.0005290678,0.0009922921,0.001125715,0.002253054,0.001521453,0.005219378,0.01513088],"category_scores_gemma":[0.07015153,0.000159172,0.0004581235,0.001192598,0.001903382,0.001957105,0.00229477,0.002806209,0.003492362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184092,"about_ca_system_score_gemma":0.005013625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440966,"about_ca_topic_score_gemma":0.002005955,"domain_scores_codex":[0.981673,0.01087407,0.002813907,0.0007999418,0.0031627,0.0006764163],"domain_scores_gemma":[0.8874901,0.07738572,0.00539009,0.002881545,0.0207776,0.006074977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002690697,0.0001172144,0.001794859,0.007356717,0.00004380139,0.002061692,0.00725897,0.0001777513,0.001707827,0.006619053,0.6567316,0.3158614],"study_design_scores_gemma":[0.00003224751,0.00005340223,0.002213107,0.007083363,0.00002463791,0.001361721,0.006104663,0.0001115683,0.0003841084,0.003345961,0.979264,0.00002125886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01520194,0.1450853,0.004258845,0.6685648,0.07066885,0.0004762356,0.0008459941,0.0001061699,0.0947919],"genre_scores_gemma":[0.2959827,0.2135895,0.01194755,0.3175691,0.07520352,0.001065842,0.001289041,0.000258453,0.08309416],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01645698,"threshold_uncertainty_score":0.08703387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589839475588589,"score_gpt":0.5064264797243753,"score_spread":0.3474425321655163,"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."}}