{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000750405,0.0002080796,0.0003888191,0.0005478737,0.00004045827,0.00005791291,0.0001177708,0.0001376821,0.0001578641],"category_scores_gemma":[0.0001242968,0.0001864682,0.0003240326,0.0004735271,0.00009508898,0.0001781431,0.00006163312,0.00034735,0.00003114872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008008093,"about_ca_system_score_gemma":0.00001349075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021063,"about_ca_topic_score_gemma":0.02171209,"domain_scores_codex":[0.9978632,0.0001892686,0.0008481387,0.0004052644,0.0003416647,0.0003524839],"domain_scores_gemma":[0.9991466,0.00005613013,0.0002425053,0.0003180318,0.00008173435,0.0001549838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002527281,0.001837444,0.9470531,0.0003080849,0.00008949428,0.000003751354,0.0004024885,0.000001758168,0.000009081186,0.002051577,0.0004092156,0.04530675],"study_design_scores_gemma":[0.01051865,0.002306713,0.9789691,0.00307814,0.00004291517,0.000009810982,0.0002828576,0.0002474989,0.0001102734,0.004085962,0.0002110343,0.0001370342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940475,0.001307067,0.0005140785,0.002403846,0.0006036977,0.0007829378,0.000004478635,0.00004047563,0.0002958907],"genre_scores_gemma":[0.9935405,0.00004333474,0.00567642,0.00003913301,0.00008953248,0.0002361212,0.00002227356,0.00002671813,0.000326012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04516971,"threshold_uncertainty_score":0.9961391,"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."}}