{"id":"W2948037761","doi":"10.1176/appi.ps.201800581","title":"Using Fidelity Measurement to Assess Quality of Early Psychosis Intervention Services in Ontario","year":2019,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association","funders":"","keywords":"Fidelity; Scale (ratio); Intervention (counseling); Rating scale; Sample (material); Psychology; Program evaluation; Psychiatry; Computer science; Developmental psychology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01097514,0.0001748228,0.0003038702,0.001549588,0.001949393,0.001124583,0.001104269,0.0002575434,0.001313805],"category_scores_gemma":[0.04136375,0.000276144,0.0004686014,0.001672343,0.0009760021,0.000767269,0.001572493,0.0005200196,0.0000831137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02636048,"about_ca_system_score_gemma":0.02919103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8284077,"about_ca_topic_score_gemma":0.8930086,"domain_scores_codex":[0.9895041,0.002905554,0.0006819827,0.0004825786,0.005517644,0.0009081329],"domain_scores_gemma":[0.9778575,0.003446577,0.006004672,0.001165101,0.009884197,0.0016421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521645,0.0001566693,0.9344835,0.0001541111,0.0001039012,0.00003494611,0.004441303,0.0005745143,0.0003419094,0.0002232497,0.001642984,0.05769069],"study_design_scores_gemma":[0.0000197009,0.0001098978,0.9961474,0.00006240118,0.00001916011,0.00001874914,0.001091567,0.0008563793,0.0001783571,0.00006704189,0.001418435,0.00001089869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98484,0.0003852565,0.004347614,0.0008576783,0.00002385664,0.001012833,0.001217951,0.00005106169,0.007263803],"genre_scores_gemma":[0.9956983,0.0001511307,0.002649775,0.00006010394,0.000005494875,0.0004109812,0.000458959,0.000007901941,0.0005572435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715923,"threshold_uncertainty_score":0.3452057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269029949967892,"score_gpt":0.3923213932413183,"score_spread":0.2654183982445291,"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."}}