{"id":"W4313545400","doi":"10.1021/acs.chemrestox.2c00322","title":"Carbonyl Yields in Cigars under Three Smoking Regimens Using a Linear Smoking Machine","year":2023,"lang":"en","type":"article","venue":"Chemical Research in Toxicology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; Hamilton Health Sciences Foundation","keywords":"Sidestream smoke; Formaldehyde; Acrolein; Chemistry; Acetaldehyde; Smoke; Cigarette smoke; Toxicology; Medicine; Organic chemistry; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190351,0.0001594757,0.0003763745,0.0009731708,0.00007162882,0.00001924016,0.0002109061,0.0005645131,0.0001373129],"category_scores_gemma":[0.0009673695,0.0001576628,0.00006840215,0.002083948,0.0002743363,0.00006100546,0.0002853583,0.001913548,0.00000591574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009958516,"about_ca_system_score_gemma":0.0002783982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548766,"about_ca_topic_score_gemma":0.0003347617,"domain_scores_codex":[0.9972095,0.0001654424,0.0004065861,0.0005099186,0.0007337365,0.0009748245],"domain_scores_gemma":[0.9985853,0.0007064833,0.00004599839,0.0003741458,0.0001052075,0.0001828059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006198483,0.0003439401,0.6688596,0.0001315917,0.00003711797,0.001181646,0.000433883,0.0003182983,0.3221065,0.0009336728,0.0002110138,0.004822963],"study_design_scores_gemma":[0.009641873,0.001293744,0.6656246,0.00155875,0.0001065876,0.0002890569,0.001194073,0.05768685,0.2464131,0.01455436,0.0008348236,0.0008022823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953281,0.00007207994,0.00002246537,0.002853347,0.0001703939,0.000378502,0.000003193497,0.00008505183,0.001086828],"genre_scores_gemma":[0.9992321,0.00004000922,0.00008557647,0.0002198152,0.0001704842,0.00007003426,0.00004578842,0.00004195941,0.00009423038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0756934,"threshold_uncertainty_score":0.8313519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2589781832524337,"score_gpt":0.462010277967755,"score_spread":0.2030320947153214,"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."}}