{"id":"W2127363280","doi":"10.1158/1055-9965.epi-04-0498","title":"Smoking Topography, Brand Switching, and Nicotine Delivery: Results from an <i>In vivo</i> Study","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute","keywords":"Cotinine; Nicotine; Medicine; Smoke; Smoking cessation; Toxicology; Internal medicine; Chemistry; Biology; Pathology","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":[0.0009086957,0.0003455848,0.0004119406,0.0001342316,0.0002530133,0.0004309552,0.0002609374,0.0004556763,0.002383308],"category_scores_gemma":[0.001032966,0.0002529199,0.0004847837,0.0001263857,0.0005268488,0.0002898832,0.0002357639,0.0006882505,0.0003857757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789716,"about_ca_system_score_gemma":0.0001815427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596377,"about_ca_topic_score_gemma":0.001394785,"domain_scores_codex":[0.9996433,0.0001304729,0.00002258921,0.0000742444,0.00007472058,0.0000545464],"domain_scores_gemma":[0.9992143,0.0003405715,0.0001410416,0.0001300855,0.00007014999,0.0001038897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03843392,0.02048091,0.1005888,0.0002626472,0.0004418183,0.0002079138,0.001192699,0.0005261132,0.8093822,0.00010784,0.0003532982,0.02802178],"study_design_scores_gemma":[0.0008841829,0.1296544,0.6560743,0.00002787385,0.0007228775,0.0009599242,0.0008772076,0.004473543,0.2044311,0.0002004471,0.001629749,0.00006426941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993621,0.00006396959,0.0003437076,0.000009540111,0.000003505553,0.00003446388,0.00004385063,0.000003274675,0.0001357388],"genre_scores_gemma":[0.9974916,0.0001745755,0.0008748595,0.00007656447,0.00001462632,0.00008629926,0.0002592025,0.00001259557,0.00100972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383308,"threshold_uncertainty_score":0.007973015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259935668200399,"score_gpt":0.3801935181787723,"score_spread":0.3275941614967683,"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."}}