{"id":"W1233477047","doi":"10.1097/jom.0000000000000562","title":"Protecting Construction Worker Health and Safety in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Nonunion; Business; Occupational safety and health; Workplace safety; Sample (material); Medicine","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":[0.001603175,0.00008291306,0.0002481117,0.0001046944,0.0002748003,0.000001620626,0.00003798263,0.00005181944,0.0002473556],"category_scores_gemma":[0.0003108789,0.00006081342,0.000009466828,0.00006847112,0.0001107408,0.000114013,0.00003463429,0.0007587099,0.000001277509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470468,"about_ca_system_score_gemma":0.00314605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5825217,"about_ca_topic_score_gemma":0.7151172,"domain_scores_codex":[0.9981339,0.0002701212,0.0007197476,0.0001029838,0.000550602,0.0002226518],"domain_scores_gemma":[0.9986464,0.0004048877,0.0003477579,0.00004570339,0.00004046518,0.0005147594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480166,0.00001848053,0.9795896,0.00003821502,0.000007156827,0.000008234948,0.001768363,0.00002007967,0.000007058175,0.00007513782,0.001226128,0.01576136],"study_design_scores_gemma":[0.002405652,0.0004055113,0.9746838,0.0003121365,0.00000281228,0.00008700156,0.007815197,0.00007680863,4.404672e-7,0.0002377814,0.01392523,0.00004767341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912912,0.0009515742,0.0001075222,0.006236465,0.0004451363,0.0003811334,0.00001071312,0.000001745613,0.000574469],"genre_scores_gemma":[0.9973044,0.000227105,0.0007364205,0.001225811,0.0002604386,0.000009865154,0.00003088539,0.000005486265,0.000199611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325955,"threshold_uncertainty_score":0.5580957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09065458219391526,"score_gpt":0.3968504534361703,"score_spread":0.306195871242255,"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."}}