{"id":"W4417261765","doi":"10.1093/occmed/kqaf125","title":"The Work Ability Score","year":2025,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"","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":[0.0009408282,0.001135015,0.0009977197,0.003889236,0.0008737748,0.001772968,0.001199179,0.001077931,0.02130877],"category_scores_gemma":[0.004920778,0.0001915604,0.001702829,0.001824203,0.0006943634,0.001174654,0.00191197,0.002162233,0.008648003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493818,"about_ca_system_score_gemma":0.0007406549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502001,"about_ca_topic_score_gemma":0.00712834,"domain_scores_codex":[0.9986051,0.0002598807,0.0002120445,0.0001529621,0.000465239,0.0003049073],"domain_scores_gemma":[0.9974123,0.0003251406,0.0007314885,0.0001365661,0.0007162489,0.000678267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007262905,0.001415472,0.9349868,0.0001735816,0.0004109428,0.0002236178,0.0006169075,0.0004811602,0.001246799,0.0006611664,0.0173759,0.04168132],"study_design_scores_gemma":[0.00004818492,0.0005339346,0.9874769,0.0000514059,0.00006673387,0.0002690668,0.0005057841,0.0003878536,0.0003953221,0.0003751596,0.009843219,0.00004639789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.84243,0.0007421277,0.001815456,0.001026956,0.0004482123,0.0008188422,0.02247197,0.0002859429,0.1299605],"genre_scores_gemma":[0.9408346,0.0004402331,0.001789374,0.0003323727,0.0002351733,0.001071753,0.0178156,0.00005704567,0.03742388],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02130877,"threshold_uncertainty_score":0.07128495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898059541962779,"score_gpt":0.4490769781324926,"score_spread":0.4000963827128649,"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."}}