{"id":"W2800690047","doi":"10.1021/acs.chemrestox.7b00342","title":"Cigarette Filter Ventilation and Smoking Protocol Influence Aldehyde Smoke Yields","year":2018,"lang":"en","type":"article","venue":"Chemical Research in Toxicology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Acrolein; Acetaldehyde; Aldehyde; Nicotine; Chemistry; Smoke; Toxicant; Sidestream smoke; Formaldehyde; Organic chemistry; Medicine; Toxicity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009169889,0.00008792885,0.000161299,0.0002187918,0.00007093391,0.00002577578,0.0001032821,0.0003229913,0.0002897204],"category_scores_gemma":[0.0007986869,0.00008040025,0.00002322918,0.0003535885,0.000538939,0.00008813164,0.0001319691,0.0007060371,0.000005054326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895765,"about_ca_system_score_gemma":0.00009963744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000333765,"about_ca_topic_score_gemma":0.000006872072,"domain_scores_codex":[0.9985297,0.00009254526,0.0002288674,0.0003257876,0.0004218199,0.0004012627],"domain_scores_gemma":[0.9991806,0.0002110935,0.00003482842,0.0002264144,0.0002127531,0.0001343654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005796707,0.0001883482,0.5801532,0.0001192688,0.00001192217,0.00005980663,0.0002730394,3.668319e-7,0.4047219,0.0002637209,0.0007957401,0.01283303],"study_design_scores_gemma":[0.0011485,0.0004116166,0.5820871,0.0001595192,0.000008914397,0.00003268033,0.00002786086,0.00007300025,0.4126799,0.0008473884,0.002446202,0.00007739614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889312,0.000003931485,0.00001057656,0.001202379,0.00004154917,0.008131667,9.902744e-7,0.00002715812,0.001650499],"genre_scores_gemma":[0.9880308,0.000001610797,0.00005090343,0.00031076,0.0001974218,0.01130973,0.000007673029,0.00001270365,0.00007838583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275563,"threshold_uncertainty_score":0.3278627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445690591890122,"score_gpt":0.4615436429196772,"score_spread":0.316974583730665,"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."}}