{"id":"W4403172715","doi":"10.1097/ncm.0000000000000761","title":"Addressing Physical and Mental Health: Work as a Transition of Care","year":2024,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Mental health; Work (physics); Health care; Transition (genetics); Nursing; Psychology; Psychiatry; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005764691,0.0001843976,0.0002948104,0.0001819688,0.001127203,0.00001479986,0.00006362764,0.00009492659,0.0001837476],"category_scores_gemma":[0.000009384838,0.0001526218,0.00007312249,0.0003391392,0.00005832406,0.0001248448,0.000169303,0.0005876478,0.00009961281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224667,"about_ca_system_score_gemma":0.0002240544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001090401,"about_ca_topic_score_gemma":0.00002665381,"domain_scores_codex":[0.9977837,0.0004748707,0.0004788809,0.000383189,0.0003689577,0.0005104506],"domain_scores_gemma":[0.9991794,0.0002590536,0.0001123341,0.000168294,0.00004771084,0.0002331813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001863506,0.0005013029,0.002334615,0.08060921,0.0002868263,0.003945776,0.3736272,0.00004315758,0.0001081247,0.08014327,0.09437937,0.3621577],"study_design_scores_gemma":[0.008496094,0.00160438,0.01187217,0.1022825,0.0004361421,0.000694888,0.5186023,0.005875076,0.0001972439,0.01371319,0.3343501,0.001875936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451549,0.00919721,0.0002468803,0.02522262,0.002644306,0.003139713,0.00007015759,0.0002410798,0.01408313],"genre_scores_gemma":[0.9944786,0.0002341088,0.000606815,0.001951442,0.0003394542,0.0002453998,0.00009138592,0.00003432241,0.00201847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602817,"threshold_uncertainty_score":0.8669645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04795714812288834,"score_gpt":0.4417111177379672,"score_spread":0.3937539696150789,"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."}}