{"id":"W3170505248","doi":"10.1097/der.0000000000000771","title":"Formaldehyde in Electronic Cigarette Liquid (Aerosolized Liquid)","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formaldehyde; Electronic cigarette; Solvent; Nicotine; Organic chemistry; Medicine; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106126,0.0001063,0.0002114454,0.0000833631,0.00004320464,0.00002104654,0.00005028741,0.0001080925,0.0007002497],"category_scores_gemma":[0.00005255245,0.000109966,0.00007204075,0.0002721972,0.00002093606,0.000144476,0.00002685918,0.0002493327,0.00001966222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532113,"about_ca_system_score_gemma":0.0001858972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005001679,"about_ca_topic_score_gemma":0.000107308,"domain_scores_codex":[0.9989609,0.00004217578,0.0002511181,0.0001687336,0.0002442395,0.0003328433],"domain_scores_gemma":[0.9995506,0.00002121423,0.00004464967,0.0002397985,0.00007641912,0.00006726162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512649,0.002359416,0.6943122,0.001383131,0.0005336503,0.007882161,0.01533048,0.00007467991,0.1526005,0.0150644,0.08212927,0.02681755],"study_design_scores_gemma":[0.004164965,0.0005420823,0.5008321,0.0003274173,0.0001408511,0.0009310543,0.0002530376,0.00009582968,0.452937,0.0001385982,0.03931797,0.00031915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916955,0.0002966585,0.000203222,0.003389767,0.0001477694,0.0001407805,0.000004927879,0.00007954858,0.004041879],"genre_scores_gemma":[0.9944584,0.0002776664,0.00004000931,0.004501343,0.00007892049,0.00004292892,0.0001688959,0.00002020705,0.000411584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003365,"threshold_uncertainty_score":0.7667243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359946061624786,"score_gpt":0.2703570648625139,"score_spread":0.2567576042462661,"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."}}