{"id":"W4296666325","doi":"10.1177/07067437221125284","title":"Community Treatment Orders use Among Persons With a First Episode of Psychosis in Quebec","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Psychiatry; Context (archaeology); Psychosis; Medicine; Intervention (counseling); Multivariate analysis; Logistic regression; Psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005265935,0.0002220663,0.0002739263,0.0009167201,0.001843975,0.001001287,0.0007836526,0.0004729692,0.002706749],"category_scores_gemma":[0.00192679,0.0002301281,0.0004429203,0.001701697,0.0004165983,0.0004150004,0.0006651477,0.0007557177,0.0001662948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0160168,"about_ca_system_score_gemma":0.01004429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685438,"about_ca_topic_score_gemma":0.9786313,"domain_scores_codex":[0.999416,0.00008432652,0.00004570055,0.00007968311,0.0001752762,0.000199062],"domain_scores_gemma":[0.9980993,0.0001430653,0.0007155089,0.00003843086,0.000600064,0.0004036658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004440875,0.0000805514,0.9924269,0.00004191537,0.00003243568,0.0001215992,0.0008360108,0.00007475971,0.00015505,0.00002575913,0.0008933054,0.005267434],"study_design_scores_gemma":[0.000004239646,0.00003596136,0.9985641,0.00003391327,0.000007591136,0.00005320841,0.0008553621,0.0001431377,0.00002102125,0.000004564019,0.0002717155,0.000005200734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961842,0.0004818217,0.00005385738,0.0003258978,0.000009652984,0.00004888409,0.001823751,0.000008483227,0.001063445],"genre_scores_gemma":[0.998579,0.0002318809,0.00007330759,0.00008640553,0.00000440389,0.00001966101,0.0006254375,0.000001534877,0.0003783325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03145623,"threshold_uncertainty_score":0.1162106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724427616840857,"score_gpt":0.2674755167725578,"score_spread":0.2402312406041492,"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."}}