{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004250312,0.0002768882,0.0001492122,0.0001703626,0.0001276557,0.0003280644,0.0002053277,0.0002650526,0.002635542],"category_scores_gemma":[0.001215677,0.0002489271,0.0002078575,0.0001373684,0.0002357401,0.0002575915,0.0003035268,0.0002947443,0.0004025603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405586,"about_ca_system_score_gemma":0.0001739573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007658489,"about_ca_topic_score_gemma":0.001351017,"domain_scores_codex":[0.9995702,0.00009765388,0.00003784129,0.0001140384,0.0001040918,0.00007612418],"domain_scores_gemma":[0.9992819,0.0003649947,0.0001032683,0.00006433244,0.0001032561,0.00008224627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001722618,0.0001759298,0.01449242,0.0000517478,0.00002571161,0.00005661987,0.0001098159,0.00009086577,0.976124,0.0000386114,0.0001162486,0.00699533],"study_design_scores_gemma":[0.0000205533,0.002414004,0.1768966,0.0000197412,0.00009275358,0.0002361533,0.0001548844,0.002086501,0.8164699,0.00009008136,0.001496629,0.00002208368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996075,0.0006384641,0.001945121,0.00003936711,0.0000223223,0.00005355688,0.0001294075,0.00004030033,0.001056445],"genre_scores_gemma":[0.9940193,0.000531476,0.002637777,0.0001019404,0.00001168023,0.00009224403,0.0004017518,0.0000524167,0.002151418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002635542,"threshold_uncertainty_score":0.008816779,"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."}}