{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003940244,0.0001200322,0.0007828683,0.000112398,0.00007231069,0.000003786888,0.00005070995,0.00006663484,0.00001262835],"category_scores_gemma":[0.002148152,0.00009083793,0.00008352627,0.0001183704,0.0003617284,0.00008571164,0.00004490262,0.0005851015,1.623026e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000768428,"about_ca_system_score_gemma":0.0000648737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812406,"about_ca_topic_score_gemma":0.00005868628,"domain_scores_codex":[0.9985714,0.0001509096,0.000636032,0.0001805807,0.0001231603,0.0003378962],"domain_scores_gemma":[0.9981081,0.0006277512,0.0006270699,0.000103238,0.0002409755,0.000292831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006247396,0.000005563866,0.851222,0.000005801041,0.0001487539,0.00009242348,0.000253237,0.0005917088,0.0001259234,0.00004229831,0.0001302476,0.1467573],"study_design_scores_gemma":[0.001025154,0.002379684,0.9774276,0.0003687752,0.0004756893,0.006033449,0.003595694,0.007151282,0.00006729727,0.0008812891,0.0004096604,0.0001844268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652482,0.0107063,0.0216124,0.002127833,0.0001713946,0.00004238802,0.000002080193,0.000007106245,0.00008231314],"genre_scores_gemma":[0.9882562,0.002487106,0.005186294,0.003657871,0.000396376,5.211037e-7,5.173852e-7,0.000008708095,0.000006421425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465729,"threshold_uncertainty_score":0.3704263,"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."}}