{"id":"W4206552802","doi":"10.1016/j.envres.2021.112619","title":"Solid matter and soluble compounds collected from cigarette smoke and heated tobacco product aerosol using a laboratory designed puffing setup","year":2021,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Servicios Centrales de Investigación Científica y Tecnológica; Philip Morris International; Universidad de Cádiz; Universidad de Alicante","keywords":"Aerosol; Particulates; Smoke; Chemistry; Cigarette smoke; Fraction (chemistry); Environmental chemistry; Tobacco product; Organic matter; Chromatography; Organic chemistry; Toxicology","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":[0.0004442307,0.00064641,0.0004823931,0.0008065884,0.0008968398,0.0003751103,0.0006660901,0.0009472977,0.003720715],"category_scores_gemma":[0.0003905501,0.0003431761,0.0005811038,0.0004079655,0.0003891584,0.0003288306,0.0004734843,0.0005871399,0.000763225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550663,"about_ca_system_score_gemma":0.0004624063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249586,"about_ca_topic_score_gemma":0.002197105,"domain_scores_codex":[0.9994437,0.00004808617,0.00003511523,0.0002401831,0.000155116,0.0000777019],"domain_scores_gemma":[0.9996705,0.00008125138,0.00004041993,0.00005409862,0.0001007667,0.00005293243],"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":[0.0003134098,0.0002063663,0.004202105,0.00009052591,0.00002549512,0.0001394489,0.00009227027,0.0002477375,0.9912221,0.00004922,0.00009976005,0.003311537],"study_design_scores_gemma":[0.00009021942,0.002934277,0.06397545,0.00003175746,0.0001427655,0.0004178409,0.0002849941,0.00365761,0.9244053,0.00008399933,0.003916653,0.00005891566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824129,0.0001788988,0.01285401,0.00004888405,0.00005301665,0.0006128441,0.002397323,0.0004923502,0.0009496307],"genre_scores_gemma":[0.9441118,0.0004370335,0.04746565,0.0002115086,0.00006464196,0.001160609,0.003476605,0.0001363132,0.002935894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003720715,"threshold_uncertainty_score":0.012447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100311281827929,"score_gpt":0.3711189331420173,"score_spread":0.2708076513140882,"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."}}