{"id":"W4402746776","doi":"10.3390/healthcare12181904","title":"Clinical Outcomes 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":"Healthcare","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Nova Scotia Health Authority; Dalhousie University","funders":"University College London","keywords":"Nova scotia; Psychosocial; Mental illness; Rehabilitation; Service (business); Mental health; Medicine; Psychiatry; Gerontology; Nursing; Psychology; Physical therapy; Business; Geography","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":[0.0006960184,0.0002571442,0.0002555268,0.0005606849,0.002609155,0.001171878,0.001146746,0.0003816456,0.001998723],"category_scores_gemma":[0.00310651,0.0001709026,0.0003254377,0.0008457526,0.0007779981,0.0002461657,0.001745746,0.0005877121,0.0001255883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03909504,"about_ca_system_score_gemma":0.06617358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737228,"about_ca_topic_score_gemma":0.9903211,"domain_scores_codex":[0.9988155,0.0001774803,0.00005630335,0.00006750708,0.0002646275,0.000618664],"domain_scores_gemma":[0.9969484,0.0001742013,0.0004656581,0.00003899082,0.0008330156,0.001539746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007570313,0.0008771915,0.9425363,0.0004112553,0.0001026985,0.000724098,0.002005487,0.0008457268,0.0007135507,0.000250259,0.004220987,0.0465554],"study_design_scores_gemma":[0.00006476699,0.0003700243,0.9924696,0.0001889032,0.00003164394,0.0001288683,0.005255661,0.0005025556,0.00008075008,0.00003349458,0.000861856,0.00001188859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959534,0.0004955711,0.00003311643,0.0008642465,0.00002114517,0.0001724694,0.0004927052,0.000003487601,0.001963888],"genre_scores_gemma":[0.9980661,0.0004174747,0.0001729151,0.0002274157,0.000009925013,0.00005894039,0.0003352231,0.000001346064,0.0007106192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03909504,"threshold_uncertainty_score":0.2836556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08492180934710912,"score_gpt":0.4421333949355258,"score_spread":0.3572115855884167,"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."}}