{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327093,0.0003222085,0.0002672129,0.001398684,0.002625349,0.000766276,0.0007375505,0.0003833693,0.00124032],"category_scores_gemma":[0.001712866,0.000272944,0.0003657007,0.002222521,0.0007427612,0.0002894336,0.0008688846,0.0003957572,0.0001113159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00757309,"about_ca_system_score_gemma":0.008829848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9781197,"about_ca_topic_score_gemma":0.9844183,"domain_scores_codex":[0.9994184,0.00003786698,0.00002985608,0.00007114687,0.0002187997,0.0002240305],"domain_scores_gemma":[0.999272,0.00005602158,0.0002171851,0.0000284426,0.0002355463,0.000190781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003066617,0.00002530742,0.9959123,0.00001657011,0.00002124159,0.00004321622,0.001452566,0.00006099057,0.0001619489,0.00003589454,0.000195378,0.002043949],"study_design_scores_gemma":[0.000001284245,0.00001456943,0.9974137,0.000009407801,0.00000525281,0.00002560747,0.002209711,0.00009181254,0.00002356105,0.00001193022,0.0001889521,0.000004365615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989529,0.0001097888,0.00004134244,0.00005108456,0.000001607515,0.00001411474,0.0004202829,0.000001494089,0.0004074687],"genre_scores_gemma":[0.9992662,0.0001395675,0.00007679839,0.00002201207,0.000001182096,0.000008708587,0.0002748035,9.905785e-7,0.0002096431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188027,"threshold_uncertainty_score":0.05494684,"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."}}