{"id":"W3128604992","doi":"10.1177/0706743721992679","title":"Understanding Components of Duration of Untreated Psychosis and Relevance for Early Intervention Services in the Canadian Context: Comprendre les Composantes de la Durée de la Psychose Non Traitée et la Pertinence de Services D’intervention Précoce Dans le Contexte Canadien","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Douglas Mental Health University Institute","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Fogarty International Center; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Context (archaeology); Psychosis; Psychology; Relevance (law); Intervention (counseling); Psychiatry; Trait; dup; Clinical psychology; Medicine; Biology; Genetics; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00215739,0.0003864348,0.0003743794,0.002074115,0.002669896,0.002129408,0.001360284,0.0006444191,0.002251411],"category_scores_gemma":[0.0130933,0.0003284571,0.0006956198,0.003267395,0.001506002,0.001281382,0.00177435,0.001272903,0.00007079396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03772217,"about_ca_system_score_gemma":0.0538171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983321,"about_ca_topic_score_gemma":0.9898957,"domain_scores_codex":[0.9980292,0.0002726047,0.0001088097,0.0002005542,0.0006950896,0.0006937638],"domain_scores_gemma":[0.9947755,0.001118002,0.001155458,0.00009150554,0.001558355,0.001301106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007119302,0.00003446296,0.9787858,0.00009236039,0.00007249728,0.00008836613,0.00527474,0.0003991225,0.0001260626,0.000480999,0.0004875425,0.01408686],"study_design_scores_gemma":[0.000001973837,0.00001659296,0.994841,0.00008054961,0.00002876141,0.00004385437,0.003832413,0.0003907222,0.00002781196,0.00009081933,0.0006324145,0.0000130478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912855,0.002288137,0.0002578531,0.002503998,0.00001901916,0.00004853332,0.0008120198,0.000005476682,0.002779315],"genre_scores_gemma":[0.9982411,0.0009209579,0.0002807394,0.0000923597,0.000008726059,0.00001543876,0.000244546,0.000002255942,0.0001939129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03772217,"threshold_uncertainty_score":0.2736948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332373840526359,"score_gpt":0.3026951688818295,"score_spread":0.2793714304765659,"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."}}