{"id":"W4407883806","doi":"10.12927/hcpol.2024.27475","title":"A Canadian Call for Addressing Physical Health in Specialized Mental Health Settings","year":2024,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Waypoint Centre for Mental Health Care","funders":"","keywords":"Mental health; Physical health; Psychology; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00352431,0.0003640525,0.0009499473,0.001161939,0.003056089,0.00007680211,0.0002727525,0.0003298896,0.0001796594],"category_scores_gemma":[0.0004816438,0.0003678028,0.000159595,0.001117212,0.00006787049,0.0003982724,0.00008919104,0.001999169,0.0005844002],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009782674,"about_ca_system_score_gemma":0.0455088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9013173,"about_ca_topic_score_gemma":0.9297544,"domain_scores_codex":[0.9925317,0.001915189,0.00133623,0.0007895543,0.0003496272,0.003077755],"domain_scores_gemma":[0.9958697,0.001149525,0.0004217936,0.000398702,0.0001344063,0.00202585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002291304,0.000182482,0.002698923,0.02455653,0.00003638895,0.00002153381,0.1251106,0.000002328318,0.000007799299,0.1012087,0.6476679,0.09827761],"study_design_scores_gemma":[0.001228901,0.0003933869,0.00561836,0.004656327,0.000005229927,0.00001059491,0.004570952,0.001150686,0.000001262106,0.004198093,0.9778566,0.0003095744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01210005,0.007134007,0.00005573732,0.9684338,0.00184808,0.005106502,0.001636354,0.0003385254,0.003346976],"genre_scores_gemma":[0.5669873,0.005130318,0.002676372,0.4026208,0.01442371,0.001291559,0.0009547157,0.0002952392,0.005620036],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.565813,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339983231553179,"score_gpt":0.5526000441894491,"score_spread":0.4186017210341312,"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."}}