{"id":"W3093149853","doi":"10.1002/em.22412","title":"Heritable hazards of smoking: Applying the “clean sheet” framework to further science and policy","year":2020,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"National Institutes of Health; National Institute of Environmental Health Sciences; Silicon Valley Community Foundation","keywords":"Hazard; Germ cell; Regulatory science; Mutagenesis; Biology; Tobacco smoke; Environmental health; Human health; Biotechnology; Risk analysis (engineering); Political science; Environmental planning; Genetics; Business; Medicine; Gene; Mutation; Ecology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0884124,0.001861205,0.002093338,0.003869865,0.008838669,0.02045227,0.00720843,0.03817157,0.006863229],"category_scores_gemma":[0.07178682,0.001280666,0.002215181,0.002239313,0.04056338,0.02378999,0.01195469,0.03336342,0.001846123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01826066,"about_ca_system_score_gemma":0.0645491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03405485,"about_ca_topic_score_gemma":0.03085058,"domain_scores_codex":[0.9382376,0.03689957,0.002845239,0.002892248,0.01521793,0.003907389],"domain_scores_gemma":[0.92494,0.0548198,0.00256103,0.004560379,0.0098658,0.003252944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002999909,0.00007533388,0.0002256595,0.0003375715,0.00003130444,0.0002006644,0.001621787,0.001900641,0.0004445122,0.8963064,0.0769592,0.02186693],"study_design_scores_gemma":[0.00002327626,0.00007441445,0.0003267486,0.001218732,0.00003179558,0.00005422917,0.001546628,0.0008140034,0.0004709372,0.6653176,0.3300306,0.00009102601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001503967,0.01358156,0.03015103,0.9080746,0.005813875,0.0002831487,0.0001573117,0.0001398431,0.04029469],"genre_scores_gemma":[0.1234492,0.04969558,0.1076558,0.6729586,0.01350638,0.002082924,0.0003815261,0.0002866743,0.02998332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0884124,"threshold_uncertainty_score":0.467575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006818210477466603,"score_gpt":0.2317678241572609,"score_spread":0.2249496136797943,"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."}}