{"id":"W2411017345","doi":"","title":"Occupational Health of Newcomers and Immigrants to Canada","year":2013,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Occupational safety and health; Ethnic group; Psychological intervention; Social determinants of health; Political science; Demographic economics; Medicine; Public health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576033,0.0001278016,0.0002418275,0.00005166618,0.0003515223,0.000005220314,0.0001143458,0.00002600207,0.0002041816],"category_scores_gemma":[0.0001727007,0.0001060065,0.00001901575,0.0002109143,0.0000316176,0.00005598716,0.0001255851,0.0001582888,0.0000381725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711317,"about_ca_system_score_gemma":0.0007154344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6811843,"about_ca_topic_score_gemma":0.4834864,"domain_scores_codex":[0.9979329,0.0002094911,0.0004168412,0.0002056328,0.0002564949,0.0009786832],"domain_scores_gemma":[0.9989648,0.0001282437,0.0001479345,0.000158283,0.0001407035,0.0004600213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002246342,0.00001597077,0.8453595,0.00008266896,0.00002722418,0.000001167978,0.006005274,0.000001539933,0.00001966465,0.0002501935,0.1373742,0.01084007],"study_design_scores_gemma":[0.0003214564,0.00002559582,0.8730453,0.00004099708,0.00000365604,2.320436e-7,0.0008435709,0.000001418563,0.00001131276,0.00001809368,0.1256041,0.00008426949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680517,0.00036255,0.00001599185,0.02676592,0.000825336,0.001183578,0.00005899306,0.00002995177,0.002705979],"genre_scores_gemma":[0.9887534,0.0002220126,0.0001022378,0.006561312,0.0001460219,0.0001415996,0.00001454806,0.00002029578,0.00403862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976979,"threshold_uncertainty_score":0.5259386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936951451592831,"score_gpt":0.3206086070416967,"score_spread":0.2812390925257684,"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."}}