{"id":"W3035257114","doi":"10.1093/jjco/hyaa083","title":"Cumulative cigarette tar exposure and lung cancer risk among Japanese smokers","year":2020,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mental Health Foundation","keywords":"Medicine; tar (computing); Lung cancer; Odds ratio; Cumulative dose; Confidence interval; Cumulative incidence; Cancer; Internal medicine; Cohort","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733734,0.0001595715,0.0009957586,0.0000754148,0.00007737922,0.00001346552,0.000120535,0.0003546387,0.0002874069],"category_scores_gemma":[0.002823803,0.0001139477,0.0002850953,0.0002046353,0.0002972139,0.0002172737,0.00004448135,0.001232846,0.000001347751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116834,"about_ca_system_score_gemma":0.0002696154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582866,"about_ca_topic_score_gemma":0.00002875392,"domain_scores_codex":[0.9972013,0.0004577007,0.00144188,0.0002455288,0.0004351906,0.0002184655],"domain_scores_gemma":[0.9964588,0.001159077,0.001218409,0.0001320087,0.0004171739,0.0006144992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001944425,0.0001982678,0.9785137,0.00002260555,0.0002731316,0.0003003997,0.00674978,0.00009218461,0.0002618283,0.000003281065,0.0006601783,0.01098024],"study_design_scores_gemma":[0.006524808,0.003451844,0.9844685,0.00006984288,0.001023283,0.0001362117,0.002549415,0.0007710012,0.0001012337,0.00001917864,0.0007682392,0.000116473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912578,0.0001921149,0.00002241893,0.007286747,0.0005699957,0.0002036914,0.000003592947,0.00002059999,0.0004430578],"genre_scores_gemma":[0.9956406,0.0003617464,0.0001349115,0.00264037,0.001138093,0.000006934009,0.000002385695,0.00001875516,0.00005615598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086377,"threshold_uncertainty_score":0.5356171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08283257663404718,"score_gpt":0.4354237253860357,"score_spread":0.3525911487519885,"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."}}