{"id":"W3208430716","doi":"10.1136/oem-2021-epi.394","title":"RF-326 Does participation in modified return to work differ for immigrant compared to Canadian-born workers in British Columbia, Canada?","year":2021,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Medicine; Demography; Injury prevention; Occupational safety and health; Logistic regression; Refugee; Poison control; Physical therapy; Odds ratio; Gerontology; Medical emergency; Internal medicine; Geography","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":[0.0006979974,0.000121657,0.0005826928,0.0001427023,0.00009775986,0.0001150552,0.00008300009,0.0001479504,0.000227568],"category_scores_gemma":[0.0007366374,0.0001501166,0.0000441706,0.00109243,0.00000977846,0.0000434779,0.00001759499,0.0002196171,0.000004871635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114997,"about_ca_system_score_gemma":0.0121044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999495,"about_ca_topic_score_gemma":0.9999996,"domain_scores_codex":[0.9973462,0.0001253864,0.0007687062,0.0004615005,0.0003080769,0.0009901361],"domain_scores_gemma":[0.9973902,0.000158433,0.00004416694,0.0003231437,0.0003157414,0.001768392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006211011,0.00006591046,0.8987883,0.0002161797,0.00001407427,0.0002482758,0.001092493,0.00004849264,0.00002345206,0.00001251309,0.08653539,0.01289282],"study_design_scores_gemma":[0.001150785,0.0000582657,0.9400507,0.0006821358,0.000005602911,0.000008563416,0.002793477,0.0002131472,0.00001435564,0.00001253145,0.05482429,0.0001862073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935097,0.00007096621,0.0001098159,0.06141828,0.0005185739,0.002048062,0.0001910323,0.00002189474,0.0005243606],"genre_scores_gemma":[0.9786361,0.000004646462,0.0003049738,0.01583375,0.0001308469,0.00051849,0.0001748046,0.00002313571,0.004373225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04558453,"threshold_uncertainty_score":0.9934961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287449938707495,"score_gpt":0.3071242059459421,"score_spread":0.2783792120751926,"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."}}