{"id":"W2126280736","doi":"10.1158/1055-9965.epi-06-0047","title":"Cigarette Yields and Human Exposure: A Comparison of Alternative Testing Regimens","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute; European Commission","keywords":"Nicotine; tar (computing); Smoke; Cotinine; Regimen; Medicine; Cigarette smoke; Cigarette smoking; Nicotine replacement therapy; Nicotine gum; Smoking cessation; Environmental health; Toxicology; Internal medicine; Pathology; Chemistry; Biology; Placebo; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009136085,0.0001292997,0.0004397684,0.0001077154,0.00008663568,0.000002914637,0.00004779088,0.0001861646,0.00004371747],"category_scores_gemma":[0.0002273694,0.0001207511,0.0000812022,0.000139404,0.0002027122,0.00005876533,0.00002503914,0.0001550843,2.911491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009761172,"about_ca_system_score_gemma":0.00003647373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498025,"about_ca_topic_score_gemma":0.0001075648,"domain_scores_codex":[0.9985738,0.0002510463,0.0005777797,0.0002981873,0.0001010075,0.0001981291],"domain_scores_gemma":[0.9988734,0.0003017046,0.0004922711,0.0001724736,0.0001111641,0.00004902402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007325229,0.0000864058,0.9746529,0.00005328827,0.0001302015,0.000001927891,0.00007617204,0.00001457311,0.01121794,0.000494666,0.001945583,0.01125302],"study_design_scores_gemma":[0.0009669911,0.0004456217,0.9880568,0.0004055932,0.0003837715,0.00001045446,0.00008533755,0.000209515,0.004999211,0.004212425,0.0001209175,0.0001033113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945627,0.002017638,0.00149185,0.0007580897,0.000231337,0.0003002459,0.000004689747,0.00004315663,0.0005903316],"genre_scores_gemma":[0.9985115,0.00002387119,0.0008114408,0.00008804184,0.0001571415,0.00005952398,0.00008593313,0.00001266557,0.0002499147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01340388,"threshold_uncertainty_score":0.4924086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227432289879821,"score_gpt":0.4164061860528712,"score_spread":0.2936629570648892,"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."}}