{"id":"W2041383718","doi":"10.1289/ehp.5384","title":"Workshop report: environmental exposures and cancer prevention.","year":2002,"lang":"en","type":"review","venue":"Environmental Health Perspectives","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"Cancer Care Ontario","keywords":"Environmental health; Cancer prevention; Environmental epidemiology; Environmental planning; Environmental monitoring; Exposome; Medicine; Environmental policy; Environmental resource management; Cancer; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001898689,0.001684416,0.001271124,0.00187854,0.0005209181,0.001388525,0.001774634,0.0032544,0.03580774],"category_scores_gemma":[0.001682976,0.0004760174,0.0008938194,0.001979366,0.0003004416,0.001206012,0.001497066,0.002308101,0.01633516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496398,"about_ca_system_score_gemma":0.004399515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179347,"about_ca_topic_score_gemma":0.02629014,"domain_scores_codex":[0.9993637,0.0001213389,0.00006504781,0.00009550892,0.0002656839,0.00008872643],"domain_scores_gemma":[0.9990759,0.0001478034,0.00007566134,0.00002371465,0.000434386,0.0002426047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008506799,0.00007365357,0.0001720882,0.003470438,0.00004004017,0.0001569545,0.00009306333,0.0000726867,0.0004541477,0.0006986787,0.8151387,0.1795444],"study_design_scores_gemma":[0.00002888535,0.00006737965,0.001147707,0.001678348,0.0000359853,0.0002332443,0.00006596812,0.00001408083,0.0001395193,0.0002404844,0.996339,0.000009508904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004746619,0.9134097,0.0007587054,0.02002284,0.02838086,0.0004077677,0.001819794,0.00008674261,0.03463902],"genre_scores_gemma":[0.003232993,0.8247445,0.001297981,0.00947852,0.008960455,0.0004545144,0.003676003,0.00003403569,0.148121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03580774,"threshold_uncertainty_score":0.1197888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772562133247472,"score_gpt":0.3809152754394756,"score_spread":0.3331896541070009,"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."}}