{"id":"W2931448045","doi":"10.1111/eip.12800","title":"Fidelity scales, performance measures and early intervention in psychosis services","year":2019,"lang":"en","type":"letter","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fidelity; Psychosis; Intervention (counseling); Psychology; High fidelity; Psychiatry; Psychotherapist; Clinical psychology; Computer science; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01334749,0.0005287727,0.001077624,0.001088698,0.003797469,0.003408565,0.002418666,0.02484592,0.005384327],"category_scores_gemma":[0.1348998,0.0006303377,0.0009015893,0.001005413,0.003858141,0.003989219,0.002597652,0.0249586,0.001597061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005587153,"about_ca_system_score_gemma":0.01150206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03634936,"about_ca_topic_score_gemma":0.06150941,"domain_scores_codex":[0.978433,0.01292312,0.002420152,0.000717136,0.004362312,0.001144321],"domain_scores_gemma":[0.8947949,0.0806482,0.006740578,0.001636145,0.01065425,0.005526046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008520989,0.00007468089,0.002576329,0.0002006524,0.00001617977,0.0003614225,0.0004352095,0.00005948655,0.00002850751,0.004046937,0.9600529,0.03206245],"study_design_scores_gemma":[0.0008527582,0.0004488028,0.0361151,0.008240487,0.0001419963,0.002907919,0.004015038,0.001429755,0.0003737902,0.02898753,0.9162012,0.0002855955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004492938,0.003133043,0.00005373918,0.9881926,0.005911739,0.000007792582,0.00003485552,0.00000800731,0.002208954],"genre_scores_gemma":[0.02116818,0.006368272,0.0005253809,0.9316954,0.0319678,0.0001742037,0.00008651512,0.0000327904,0.007981515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03634936,"threshold_uncertainty_score":0.07227558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635503334377985,"score_gpt":0.2994121901675963,"score_spread":0.2830571568238165,"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."}}