{"id":"W7098261085","doi":"","title":"RESEARCH Open Access Risk-based indicators of Canadians ’ exposures to environmental carcinogens","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental epidemiology; Risk assessment; Population; Prioritization; Hazard; International agency; Estimation; Exposure assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004012684,0.0004788536,0.0003783393,0.008182212,0.0009833515,0.002224277,0.001296824,0.000427457,0.01188242],"category_scores_gemma":[0.02762799,0.0001778584,0.0006607528,0.01175327,0.0004955843,0.0007657088,0.001304742,0.0005600927,0.0007295878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01913435,"about_ca_system_score_gemma":0.03642105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9592896,"about_ca_topic_score_gemma":0.96074,"domain_scores_codex":[0.9953799,0.0007860653,0.0002533969,0.0003154225,0.002796708,0.0004685268],"domain_scores_gemma":[0.9793441,0.002558023,0.003201417,0.0008152032,0.01292479,0.001156435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003037815,0.0001704886,0.6672502,0.001228482,0.0006911266,0.0001841272,0.001030357,0.02508449,0.000325727,0.02770355,0.07273416,0.2032934],"study_design_scores_gemma":[0.00007598008,0.000114775,0.8400002,0.0005673167,0.000286294,0.0001755485,0.001172397,0.02163098,0.0006452298,0.007302297,0.1278983,0.0001308062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3795433,0.01208414,0.03628433,0.01043338,0.0003384051,0.001021104,0.2651013,0.001392117,0.2938019],"genre_scores_gemma":[0.905813,0.005089198,0.02712856,0.0004178944,0.000107175,0.000179125,0.04851995,0.00009199246,0.01265304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071039,"threshold_uncertainty_score":0.1388301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195285735147975,"score_gpt":0.3321495587334284,"score_spread":0.1368638235854534,"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."}}