{"id":"W2322979845","doi":"10.18001/trs.2.1.1","title":"Mouth Level Exposure and Similarity to Machine-smoked Constituent Yields","year":2015,"lang":"en","type":"article","venue":"Tobacco Regulatory Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Regimen; Nicotine; tar (computing); Smoke; Medicine; Toxicology; Surgery; Computer science; Chemistry; Biology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007117428,0.0003746143,0.0019918,0.005691355,0.0002155834,0.001950202,0.001084747,0.001104217,0.002513067],"category_scores_gemma":[0.03249088,0.0003570319,0.002049236,0.004403247,0.0006275026,0.001415737,0.0005941035,0.0005523112,0.0002362955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007161146,"about_ca_system_score_gemma":0.00146998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911322,"about_ca_topic_score_gemma":0.004415663,"domain_scores_codex":[0.9928331,0.002022896,0.002365017,0.0008504677,0.001852211,0.00007622281],"domain_scores_gemma":[0.9710895,0.02038761,0.006154301,0.000393137,0.001886532,0.00008883792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001071721,0.0001154027,0.03792649,0.5106181,0.009814779,0.0003598429,0.001050104,0.0004831514,0.004904893,0.00154961,0.002173387,0.4299326],"study_design_scores_gemma":[0.0004393478,0.003632917,0.4093713,0.3400755,0.06657191,0.004940371,0.00367539,0.001110999,0.01379392,0.003530434,0.1526112,0.0002467542],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03212062,0.9604793,0.001627767,0.0005208066,0.0002121366,0.0003000537,0.001114966,0.00001927822,0.003605089],"genre_scores_gemma":[0.253525,0.7379435,0.005544423,0.0009402866,0.0002310682,0.000376272,0.0009104423,0.00001423284,0.0005146604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007117428,"threshold_uncertainty_score":0.03764105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09273693339629863,"score_gpt":0.3196166943706497,"score_spread":0.226879760974351,"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."}}