{"id":"W1602284867","doi":"10.17269/cjph.105.4535","title":"Long-term mortality risk in individuals with permanent work-related impairment","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Public Health Ontario; Institute for Work & Health","funders":"","keywords":"Medicine; Demography; Cohort; Proxy (statistics); Cohort study; Injury prevention; Occupational safety and health; Gerontology; Poison control; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003368499,0.0003544517,0.0003738021,0.0007923949,0.0007896075,0.0007283016,0.0004871977,0.0007939027,0.002043683],"category_scores_gemma":[0.002186635,0.0002836777,0.0008332863,0.000873171,0.0002428169,0.0004551875,0.0006605463,0.001067895,0.0002987412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273749,"about_ca_system_score_gemma":0.0006857478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05183267,"about_ca_topic_score_gemma":0.05529815,"domain_scores_codex":[0.9996903,0.0000415486,0.00003071963,0.0000518766,0.00004068689,0.0001449226],"domain_scores_gemma":[0.9988888,0.0001121064,0.0003100842,0.00007976178,0.0001809602,0.0004283343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000180442,0.00003576453,0.9984735,0.000007147137,0.00004688398,0.00008132245,0.0000355349,0.00003381151,0.00004834908,0.00001078968,0.0001147734,0.00093169],"study_design_scores_gemma":[0.000002525165,0.00003910995,0.9995825,0.000004667917,0.00002581824,0.00007272088,0.000122421,0.00006427499,0.000007800669,0.00002211958,0.00005379424,0.000002465607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974668,0.000826876,0.00005312425,0.0001796576,0.00003118267,0.00000294379,0.0006210803,0.000004880837,0.0008134919],"genre_scores_gemma":[0.998871,0.000224482,0.00001697602,0.00002012185,0.00003391745,0.000002174346,0.0004632548,0.000001212028,0.0003667976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05183267,"threshold_uncertainty_score":0.103062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09637887655886883,"score_gpt":0.4304470705457665,"score_spread":0.3340681939868977,"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."}}