{"id":"W2146394546","doi":"10.1111/eip.12171","title":"Client and key worker ratings of need in first‐episode psychosis early intervention programmes","year":2014,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital; Canadian Mental Health Association; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Intervention (counseling); Distress; Psychology; Medicine; Psychiatry; Needs assessment; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006141147,0.0001785694,0.0004869971,0.001199459,0.00120123,0.001093678,0.000737326,0.0004727981,0.002856476],"category_scores_gemma":[0.02249173,0.000273801,0.0003438752,0.0006809491,0.0007846797,0.0005948234,0.002672296,0.0008199489,0.0002438131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566543,"about_ca_system_score_gemma":0.001796124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544579,"about_ca_topic_score_gemma":0.03671871,"domain_scores_codex":[0.9952974,0.001427105,0.0004359868,0.0002224082,0.002031842,0.0005852591],"domain_scores_gemma":[0.98919,0.003326679,0.003169623,0.0004019165,0.002653598,0.001258248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003363733,0.0001782818,0.9019061,0.0002342096,0.00006282559,0.0002250798,0.06187437,0.0001078451,0.0007833149,0.000106859,0.0009766479,0.03320802],"study_design_scores_gemma":[0.00001650645,0.0002623038,0.9499381,0.000126106,0.00001762283,0.000174039,0.04784667,0.0002993778,0.0001964896,0.00008000866,0.001023669,0.00001898365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981422,0.00008834703,0.0001214254,0.0001077611,0.000005613165,0.00005228711,0.00006397455,0.000004170507,0.001414129],"genre_scores_gemma":[0.9992638,0.000075883,0.0001666061,0.00002257611,0.000003107499,0.00005194479,0.00005996213,0.000001996187,0.000354201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02544579,"threshold_uncertainty_score":0.05059534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040266591934517,"score_gpt":0.2986861471911372,"score_spread":0.288283481271792,"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."}}