{"id":"W4401222553","doi":"10.1192/bjo.2024.460","title":"Clinical Effectiveness and Cost Implications of a Community Psychosocial Rehabilitation Service for Severe and Persistent Mental Illness in Nova Scotia, Canada","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Psychosocial; Mental illness; Rehabilitation; Psychiatry; Mental health; Psychology; Medicine; Sociology; Physical therapy","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":[0.001292021,0.0003785969,0.000367613,0.0008725928,0.002823676,0.002238181,0.001282228,0.0005206245,0.001951132],"category_scores_gemma":[0.007551359,0.0001892594,0.0005449932,0.001246883,0.001053068,0.000414467,0.002004397,0.0007676245,0.0001014901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07095559,"about_ca_system_score_gemma":0.1164343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867187,"about_ca_topic_score_gemma":0.995275,"domain_scores_codex":[0.9973276,0.0005852542,0.0001448342,0.0001120534,0.0006544529,0.001175785],"domain_scores_gemma":[0.9943733,0.0006224845,0.0008751982,0.00006671781,0.00153157,0.00253082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001742495,0.001259891,0.8688219,0.001500935,0.0003652978,0.001133949,0.002227861,0.005806436,0.0009054028,0.001663353,0.0112158,0.1033567],"study_design_scores_gemma":[0.0001403185,0.0005776741,0.9842876,0.0007134977,0.000140004,0.0002006203,0.008465133,0.003049705,0.000161428,0.0001550267,0.002071963,0.00003708522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874686,0.002119462,0.00009152679,0.003149043,0.00006482191,0.0003590197,0.001174972,0.00000899182,0.00556344],"genre_scores_gemma":[0.9973261,0.00089789,0.0002645224,0.0003667878,0.00001688685,0.00005218789,0.0003597484,0.000002408391,0.0007133256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07095559,"threshold_uncertainty_score":0.5148212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09073011308675417,"score_gpt":0.4831266286373916,"score_spread":0.3923965155506375,"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."}}