{"id":"W6904739773","doi":"10.14288/1.0404398","title":"Differences in Work Disability Duration for Immigrants and Canadian-Born Workers in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Percentile; Workers' compensation; Cohort; Quantile regression; Rehabilitation; Occupational safety and health; Disability benefits","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005637404,0.0004633302,0.0004716566,0.001873018,0.003789502,0.001534944,0.001165729,0.0004775788,0.003276984],"category_scores_gemma":[0.001878533,0.0002804911,0.0006279375,0.003488286,0.0007659077,0.0004065535,0.001059961,0.0009264691,0.0004660155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02094645,"about_ca_system_score_gemma":0.02548125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966227,"about_ca_topic_score_gemma":0.9985746,"domain_scores_codex":[0.9991792,0.00003768735,0.00004794789,0.0001335635,0.0002351738,0.0003664733],"domain_scores_gemma":[0.9983864,0.00005980855,0.0001964731,0.00003819969,0.0008118112,0.0005073362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173939,0.0000353256,0.9858058,0.00005249373,0.00007518024,0.0001471952,0.002216754,0.0001376166,0.0002316543,0.0001760614,0.002897346,0.008107199],"study_design_scores_gemma":[0.000005829631,0.00001274,0.9933258,0.00008597763,0.00001836021,0.00005040631,0.004405847,0.0001489321,0.00003581822,0.00002937024,0.001861212,0.00001964191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880626,0.001219541,0.0001186274,0.0005287615,0.00004756916,0.00003135796,0.005562746,0.00001432164,0.004414427],"genre_scores_gemma":[0.9932647,0.000656334,0.0001342012,0.000188739,0.000008321395,0.00001827908,0.003242479,0.0000111807,0.002475801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094645,"threshold_uncertainty_score":0.1519778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119742239264434,"score_gpt":0.279739072972962,"score_spread":0.2585416505803177,"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."}}