{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003089033,0.00006640141,0.0002036712,0.00005040489,0.00009396799,0.000008089759,0.00003098857,0.00004957956,0.000006238243],"category_scores_gemma":[0.0001251521,0.00005544998,0.00004557196,0.00013701,0.00005289053,0.00002780412,0.00002563102,0.0001998675,4.484764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530619,"about_ca_system_score_gemma":0.0007974805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6195176,"about_ca_topic_score_gemma":0.979184,"domain_scores_codex":[0.9992493,0.0001304374,0.0002432502,0.0001260003,0.0001171568,0.0001338308],"domain_scores_gemma":[0.9988413,0.0007060381,0.00002539817,0.0001476352,0.0001231966,0.000156409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000713981,0.0001334673,0.9414263,0.001385799,0.00006867454,0.00000162393,0.002377272,1.530519e-7,0.000003102137,0.0005487297,0.001095097,0.05224578],"study_design_scores_gemma":[0.002135169,0.0004488443,0.9900253,0.0001832363,0.00002633234,0.00001540268,0.006299172,0.00005564255,0.000001249815,0.0003315985,0.0004340369,0.00004395273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8648399,0.0007160828,0.000001284236,0.1329083,0.0001015899,0.00105155,0.0003551781,0.000007557906,0.00001856653],"genre_scores_gemma":[0.998431,0.00005865935,0.0004488188,0.0008089099,0.00002180484,0.00006895023,0.0001416415,0.000007735205,0.00001244205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596663,"threshold_uncertainty_score":0.383016,"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."}}