{"id":"W1936448929","doi":"10.1002/ajim.22535","title":"Individual, occupational, and workplace correlates of occupational health and safety vulnerability in a sample of Canadian workers","year":2015,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McMaster University; Seneca Polytechnic; University of Toronto; Institute for Work & Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Occupational safety and health; Environmental health; Sample (material); Occupational medicine; Occupational exposure; Vulnerability (computing)","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":[0.006797336,0.0001466431,0.0008773509,0.0009677716,0.0001838709,0.000002469121,0.0001298049,0.0001921504,0.00007645931],"category_scores_gemma":[0.007464687,0.0001161478,0.00002808281,0.001292562,0.0006091901,0.0001103638,0.00004046124,0.001416918,5.023705e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338738,"about_ca_system_score_gemma":0.008524231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1969336,"about_ca_topic_score_gemma":0.02654375,"domain_scores_codex":[0.9959219,0.001176078,0.001775054,0.000158496,0.0005251741,0.0004433466],"domain_scores_gemma":[0.9925215,0.003834362,0.001874166,0.0001319476,0.0004257826,0.001212238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003310077,0.00002899,0.9494722,0.0000350895,0.00003087492,0.000002502731,0.008104438,0.00006733562,7.361386e-7,0.0001764048,0.008164858,0.03060643],"study_design_scores_gemma":[0.01162763,0.004360662,0.8967187,0.005820435,0.00005713821,0.00003117691,0.07504688,0.00006328483,0.000001921263,0.0005151363,0.005566644,0.0001903741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841569,0.0009722172,0.00009441219,0.01349152,0.0005829088,0.0004561992,0.00006355739,0.000003452394,0.0001788371],"genre_scores_gemma":[0.9968534,0.0003838291,0.00109982,0.001230384,0.0003780619,0.000005153383,0.00002865324,0.00001118334,0.000009551703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703898,"threshold_uncertainty_score":0.9970965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341252872632437,"score_gpt":0.4177616084456348,"score_spread":0.2836363211823911,"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."}}