{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002901735,0.0002794655,0.0003918652,0.0008067164,0.005174123,0.007982352,0.001458633,0.003287045,0.005326271],"category_scores_gemma":[0.006034732,0.0002629133,0.0005285658,0.0005114585,0.002513054,0.00304861,0.006474952,0.006104158,0.0007495533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003872112,"about_ca_system_score_gemma":0.01875095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048825,"about_ca_topic_score_gemma":0.03649719,"domain_scores_codex":[0.9972784,0.001255478,0.0001110466,0.000145241,0.0004549412,0.0007549459],"domain_scores_gemma":[0.9930861,0.0005609323,0.0003810196,0.000156501,0.0005129009,0.005302632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002575653,0.008423509,0.07906561,0.0009591683,0.00008840247,0.002886137,0.03767248,0.0007898102,0.001648807,0.03525046,0.1191403,0.7138177],"study_design_scores_gemma":[0.0002900672,0.003397657,0.2866847,0.008324367,0.0001544307,0.007073749,0.3112794,0.003817737,0.0009406157,0.07795227,0.2996946,0.0003904714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3220916,0.01666254,0.01111918,0.5186228,0.01085615,0.0006933584,0.0002013714,0.0004971231,0.1192559],"genre_scores_gemma":[0.9521609,0.005278137,0.0123626,0.02036552,0.001250924,0.0002969534,0.0001225807,0.00003920642,0.008123234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048825,"threshold_uncertainty_score":0.02809429,"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."}}