{"id":"W2155960878","doi":"10.1136/oemed-2013-101801","title":"Identifying gender differences in reported occupational information from three US population-based case–control studies","year":2014,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; National Institutes of Health","keywords":"Demography; Population; Medicine; Psychology; Environmental health","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":[0.0117838,0.0006047336,0.0005658447,0.003502881,0.0005572835,0.0008708154,0.000822542,0.0005746646,0.001594201],"category_scores_gemma":[0.02095581,0.0003620121,0.001216328,0.002651857,0.0005254669,0.0003935561,0.0009327128,0.0002159717,0.0001714517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005674457,"about_ca_system_score_gemma":0.0005508817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007546716,"about_ca_topic_score_gemma":0.007064203,"domain_scores_codex":[0.9899054,0.003928769,0.001971473,0.002089362,0.001634996,0.00046997],"domain_scores_gemma":[0.9891072,0.002987213,0.003978813,0.001747115,0.001918209,0.0002615079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002865131,0.00002020755,0.9925075,0.00009650695,0.0005012926,0.000137946,0.0003572355,0.00005496719,0.0008788274,0.00008680363,0.0002552174,0.004817001],"study_design_scores_gemma":[0.0000378301,0.0001362709,0.9968399,0.00006431055,0.0004898132,0.0004125506,0.0001842376,0.000157733,0.0005357243,0.0001184935,0.001011486,0.00001176899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866094,0.003220796,0.005352818,0.0001164885,0.00004944394,0.0002107809,0.002696683,0.00003263348,0.001710881],"genre_scores_gemma":[0.9948356,0.0005161953,0.001713337,0.0001397608,0.00002480873,0.0002438681,0.002315134,0.00001053426,0.0002008034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117838,"threshold_uncertainty_score":0.0623194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537275791575714,"score_gpt":0.4322034921268645,"score_spread":0.2784759129692931,"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."}}