{"id":"W3212810242","doi":"10.3390/ijerph182211794","title":"Differences in Work Disability Duration for Immigrants and Canadian-Born Workers in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Percentile; Cohort; Demography; Medicine; Refugee; Workers' compensation; Occupational safety and health; Cohort study; Injury prevention; Poison control; Gerontology; Psychology; Compensation (psychology); Geography; Environmental health; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002715858,0.00006367123,0.0002419514,0.0001063329,0.0003388169,0.0001125089,0.0001777993,0.00008674448,0.0003392367],"category_scores_gemma":[0.0008831577,0.0000841757,0.00001823563,0.0002144762,0.0001595964,0.000211182,0.00007756073,0.0006787435,8.38199e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003960101,"about_ca_system_score_gemma":0.005873185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929131,"about_ca_topic_score_gemma":0.9999049,"domain_scores_codex":[0.9968363,0.0007221902,0.000797055,0.0002084603,0.0006911621,0.0007448442],"domain_scores_gemma":[0.9978331,0.0009757839,0.0001791037,0.0000752563,0.0001409492,0.0007958506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004038072,0.0001156255,0.9625153,0.00004301233,0.00001097214,0.0000630701,0.0004111321,3.462312e-7,0.000001399479,0.00001472732,0.002749135,0.03403493],"study_design_scores_gemma":[0.0008651874,0.00009380885,0.9686766,0.0004875099,4.401599e-7,0.00001957643,0.01715057,0.0000168046,2.296187e-7,0.000361369,0.01227411,0.00005377173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633735,0.001865995,0.00000386372,0.03370835,0.0003392925,0.0004207972,0.0002076254,0.000001257142,0.00007937131],"genre_scores_gemma":[0.9953687,0.002934289,0.0001282779,0.00100239,0.0001253225,0.00003240801,0.00004070059,0.000007589656,0.0003603314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03398116,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06803794780251392,"score_gpt":0.4095666759882971,"score_spread":0.3415287281857832,"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."}}