{"id":"W3211094669","doi":"10.1136/oem-2021-epi.135","title":"O-124 Men and women at work in Canada, 1991–2016","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poisson regression; Demography; Confidence interval; Quarter (Canadian coin); Population; Gee; Descriptive statistics; Incidence (geometry); Generalized estimating equation; Medicine; Geography; Statistics; Sociology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005935721,0.0004406224,0.0004643823,0.002607343,0.003233294,0.001381577,0.001470252,0.0003551825,0.006460514],"category_scores_gemma":[0.002136361,0.0004404471,0.0008905288,0.007862994,0.0006953242,0.0005337279,0.001245356,0.0009143719,0.0009249178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0296026,"about_ca_system_score_gemma":0.0624075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967535,"about_ca_topic_score_gemma":0.998118,"domain_scores_codex":[0.9988095,0.00004526111,0.00008526607,0.0001592708,0.0005231251,0.0003776357],"domain_scores_gemma":[0.9986548,0.0000429766,0.0002332201,0.00003309017,0.0007467344,0.0002891186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756536,0.00005267142,0.9196255,0.0007625641,0.0001196027,0.0001950668,0.002818087,0.0001951918,0.000177794,0.0007432896,0.04644648,0.02868821],"study_design_scores_gemma":[0.000009920998,0.00001855021,0.9818747,0.0003263598,0.00003594843,0.0000870789,0.003011553,0.0001425229,0.00005613578,0.00006150036,0.01435997,0.00001577303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6297109,0.01316732,0.0007545595,0.003367703,0.0004042449,0.0006544644,0.3137356,0.0001904985,0.0380147],"genre_scores_gemma":[0.8994915,0.009551078,0.001132063,0.001054344,0.0001048712,0.0003631565,0.07010046,0.00005483122,0.01814754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296026,"threshold_uncertainty_score":0.2147829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08099302720937622,"score_gpt":0.4571140767216393,"score_spread":0.3761210495122631,"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."}}