{"id":"W2325541282","doi":"10.1097/jom.0000000000000702","title":"Comparing the Relationship Between Age and Length of Disability Across Common Chronic Conditions","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Work & Health","funders":"Liberty Mutual Research Institute for Safety","keywords":"Medicine; Depression (economics); Diabetes mellitus; Chronic pain; Disease; Physical therapy; Arthritis; Internal medicine; Endocrinology","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":[0.001035572,0.00007941225,0.0002573369,0.0000246821,0.0005613253,0.000001689009,0.00006575514,0.0000622857,0.0001309305],"category_scores_gemma":[0.0002041639,0.00003933721,0.00002630468,0.00004243476,0.0007828847,0.0001209957,0.00005576574,0.0003193311,0.000003602843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774804,"about_ca_system_score_gemma":0.0000351724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004894679,"about_ca_topic_score_gemma":0.00005463233,"domain_scores_codex":[0.9986151,0.0002361758,0.0006533532,0.00008098858,0.0002465207,0.0001678537],"domain_scores_gemma":[0.9957019,0.003620101,0.0004359492,0.00009251608,0.0000113945,0.0001381273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009813978,0.00002161341,0.9961257,0.00007035096,0.00001504788,0.00000143613,0.001040244,0.000002733966,0.0001957274,0.0008331548,0.0002428833,0.001352964],"study_design_scores_gemma":[0.001525632,0.0001914439,0.99261,0.0005288192,0.00003396063,0.00001062779,0.001256943,0.000008757695,0.000008457864,0.003171728,0.0006130264,0.00004064557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932584,0.0004603873,0.0001015765,0.005722242,0.0001268273,0.0001664317,0.00004228297,0.000002776442,0.0001190332],"genre_scores_gemma":[0.9990751,0.0002158914,0.00002496511,0.0001645297,0.0004122951,0.000004967191,0.00002064482,0.000005360787,0.00007623193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005816672,"threshold_uncertainty_score":0.4317318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074243603009925,"score_gpt":0.4357877156214631,"score_spread":0.3283633553204706,"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."}}