{"id":"W2147463312","doi":"10.1093/aje/kwm089","title":"Cigarette Smoking and Cancer Risk: Modeling Total Exposure and Intensity","year":2007,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Ottawa","funders":"National Institutes of Health","keywords":"Medicine; Potency; Intensity (physics); Cancer; Internal medicine; Surgery; Chemistry","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":[0.008542718,0.001288912,0.001437757,0.002006151,0.0004279826,0.001579253,0.002632424,0.002091908,0.002614056],"category_scores_gemma":[0.01842139,0.001188065,0.004806267,0.002173333,0.0008681526,0.001330783,0.001764537,0.001451105,0.0004349171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009010659,"about_ca_system_score_gemma":0.0009180527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186412,"about_ca_topic_score_gemma":0.008209681,"domain_scores_codex":[0.9957262,0.002960175,0.0001672361,0.0005447334,0.0003178802,0.0002837046],"domain_scores_gemma":[0.9889717,0.008706373,0.001008775,0.0008196911,0.0002906799,0.0002027462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006848709,0.0003520787,0.1189255,0.0002212877,0.002273266,0.0003210593,0.0003965305,0.8263662,0.0008642813,0.0159779,0.0005777006,0.03303929],"study_design_scores_gemma":[0.000188458,0.0003807858,0.01896744,0.00006250579,0.0009557441,0.0002820113,0.00007407853,0.948374,0.0002634254,0.02852701,0.001871348,0.00005327622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6961986,0.003695762,0.2887929,0.001834976,0.0001117588,0.0005313881,0.001532348,0.000405407,0.006896932],"genre_scores_gemma":[0.9414626,0.00228682,0.04714786,0.0003512023,0.0001823197,0.0008004407,0.0007172488,0.0001185789,0.006932891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186412,"threshold_uncertainty_score":0.04517877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0958573101626272,"score_gpt":0.3856290442932482,"score_spread":0.289771734130621,"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."}}