{"id":"W1987294796","doi":"10.1136/ip.2008.021451","title":"Differential risk of employment in more physically demanding jobs among a recent cohort of immigrants to Canada","year":2009,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Work & Health","funders":"","keywords":"Immigration; Occupational safety and health; Human factors and ergonomics; Poison control; Differential (mechanical device); Cohort; Injury prevention; Demographic economics; Suicide prevention; Forensic engineering; Environmental health; Engineering; Medicine; Psychology; Business; Economics; Political science","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":[0.0002908413,0.0002514355,0.0002543321,0.0007971161,0.001739518,0.0008962802,0.0005827561,0.0004861606,0.001803574],"category_scores_gemma":[0.00126345,0.0002791071,0.0003092696,0.0009268554,0.0004607688,0.000304663,0.0007333817,0.0006596961,0.00018603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208527,"about_ca_system_score_gemma":0.004289093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8605059,"about_ca_topic_score_gemma":0.9105207,"domain_scores_codex":[0.9997078,0.00001711212,0.00001186345,0.00004656251,0.0000875673,0.0001290638],"domain_scores_gemma":[0.9991555,0.00003119979,0.0002498578,0.00002383777,0.0002347981,0.0003047814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004488429,0.00002818904,0.9975832,0.00000570778,0.0000138132,0.00009588256,0.0005207929,0.00002650258,0.0002155478,0.00001291984,0.0001807303,0.001271852],"study_design_scores_gemma":[0.000002649638,0.0000215851,0.9982144,0.00001116039,0.000005607808,0.00009347087,0.001383576,0.00005780384,0.00002150732,0.00000544253,0.0001788427,0.000004001487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994904,0.00006715592,0.00001197196,0.00006503484,0.000003774652,0.000004797946,0.0001425423,9.724924e-7,0.000213262],"genre_scores_gemma":[0.9989471,0.0001961344,0.00002957109,0.0000487481,0.000004259404,0.000005674135,0.0002808887,0.000001441404,0.0004862747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394941,"threshold_uncertainty_score":0.2806312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183308238393892,"score_gpt":0.3214567644722713,"score_spread":0.3096236820883324,"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."}}