{"id":"W3207135103","doi":"10.1038/s41591-021-01524-1","title":"Caution at psychiatry’s psychedelic frontier","year":2021,"lang":"en","type":"letter","venue":"Nature Medicine","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Ontario Brain Institute; University of Toronto","funders":"","keywords":"Frontier; Psychiatry; Psychology; Medicine; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004106543,0.0008316038,0.001284968,0.0004054113,0.0002712992,0.00002033614,0.0005814706,0.004942394,0.01027613],"category_scores_gemma":[0.0001328508,0.0006433561,0.000350162,0.0005707786,0.0003293571,0.00003394115,0.0001626198,0.007272028,0.000821687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505778,"about_ca_system_score_gemma":0.0001064189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732914,"about_ca_topic_score_gemma":0.0002638969,"domain_scores_codex":[0.9955853,0.0002556021,0.0007696307,0.001436235,0.001019696,0.0009334983],"domain_scores_gemma":[0.9973273,0.0001618255,0.000444308,0.001584143,0.0003432851,0.0001391335],"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":[0.00005287431,0.00006540294,0.0005994837,0.000137237,0.0006959832,0.0004654939,0.0007485571,8.819443e-8,0.00002649295,0.001113962,0.9948162,0.001278234],"study_design_scores_gemma":[0.001760306,0.0001492863,0.002247247,0.0004346778,0.0003878416,0.000206053,0.0003491584,0.000001890709,0.000004359051,0.001587239,0.9922639,0.0006080176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004699566,0.1296475,0.00007140877,0.6721631,0.04710124,0.0003013772,0.00007181462,0.0001339568,0.1500396],"genre_scores_gemma":[0.001254239,0.0007184757,0.0002506928,0.8135039,0.04639428,0.0001198061,0.002000055,0.000148189,0.1356103],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1413408,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302333172186332,"score_gpt":0.3413692216237011,"score_spread":0.3183458899018378,"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."}}