{"id":"W2617081894","doi":"10.15171/ijoem.2017.992","title":"Impact of Diabetes Mellitus on Occupational Health Outcomes in Canada","year":2017,"lang":"en","type":"article","venue":"The International Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Toronto","funders":"","keywords":"Context (archaeology); Medicine; Diabetes mellitus; Occupational safety and health; Community health; Productivity; Gerontology; Demography; Environmental health; Nursing; Public health; Geography; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009821904,0.0001226752,0.0003321078,0.0001173394,0.0003708105,0.000005205826,0.0003929024,0.0000352317,0.0004309671],"category_scores_gemma":[0.0003111147,0.00006874678,0.00005688646,0.00002231746,0.0001521585,0.0001241551,0.00008747447,0.0003789454,0.000003893235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076103,"about_ca_system_score_gemma":0.00127442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1854157,"about_ca_topic_score_gemma":0.05575442,"domain_scores_codex":[0.9978303,0.0001377306,0.0008340994,0.00009957961,0.0008597039,0.0002385409],"domain_scores_gemma":[0.9975387,0.0008969135,0.001206723,0.0001527003,0.00005510674,0.0001498591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005011439,0.00005921777,0.9918339,0.00001375767,0.00008417952,0.000005053801,0.0004013405,0.0002014753,0.0000529744,0.000305953,0.001644228,0.004896737],"study_design_scores_gemma":[0.001648348,0.0002738797,0.9961065,0.0003617227,0.000007477912,0.000004845043,0.0004609517,0.000185189,0.000008828122,0.0005631539,0.0003276157,0.00005150444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844331,0.0003154655,0.0000112246,0.01384494,0.0008692085,0.00016042,0.0000965451,0.000001156564,0.00026796],"genre_scores_gemma":[0.9967759,0.0004402837,0.00003831754,0.002308929,0.0003195229,0.000005527138,0.00003328582,0.000007231093,0.00007095371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296612,"threshold_uncertainty_score":0.9614756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988698396637617,"score_gpt":0.4109551467040331,"score_spread":0.3710681627376569,"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."}}