{"id":"W2737927605","doi":"10.1016/j.shaw.2017.07.005","title":"Priority Setting for Occupational Cancer Prevention","year":2017,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Occupational Cancer Research Centre; Cancer Care Ontario; Carleton University; Public Health Ontario; University of British Columbia; World Wildlife Fund Canada; Simon Fraser University","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Environmental health; Estimation; Occupational cancer; Occupational safety and health; Stakeholder; Business; Prioritization; Occupational exposure; Medicine; Risk analysis (engineering); Engineering; Political science","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":[0.0001625073,0.00005363792,0.0001054177,0.000009437448,0.0007165829,0.000009072209,0.00002431087,0.00002873782,0.000110183],"category_scores_gemma":[0.00002346998,0.0000470977,0.00003820339,0.00001120538,0.00004325729,0.00005558093,0.0000321764,0.00003934393,0.00000791334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366302,"about_ca_system_score_gemma":0.0001169588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006679583,"about_ca_topic_score_gemma":0.00007910826,"domain_scores_codex":[0.9995056,0.000008042151,0.000130961,0.0001302398,0.00009667219,0.0001285181],"domain_scores_gemma":[0.9996194,0.00002275883,0.0001110156,0.0001044677,0.00001228896,0.0001301326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001422716,0.00004569937,0.9333788,0.0002051721,0.00001350429,2.953859e-7,0.00003730335,0.000004919337,0.000004761587,0.0003637111,0.00228744,0.06223574],"study_design_scores_gemma":[0.0008144142,0.00008561844,0.9653748,0.0001884042,0.00001977888,0.000001220265,0.000006958245,0.00003790603,0.000005157441,0.0003616422,0.03306119,0.00004290699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167046,0.005258237,0.0009423514,0.07203215,0.0005275603,0.001835793,0.0004119416,0.00005181089,0.002235576],"genre_scores_gemma":[0.9906519,0.0008579117,0.001915422,0.001633925,0.0003822058,0.00005173752,0.000249038,0.000007398763,0.00425046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07394731,"threshold_uncertainty_score":0.5511449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913650937644411,"score_gpt":0.3994796567015568,"score_spread":0.3503431473251127,"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."}}