{"id":"W1579668559","doi":"10.1002/9780470511848.ch9","title":"The Determination of Acetaldehyde in Exhaled Breath","year":2006,"lang":"en","type":"article","venue":"Novartis Foundation symposium","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Acetaldehyde; Breath gas analysis; Ethanol; Chemistry; Ingestion; Breath test; Alcohol; Biomarker; Expired air; Chromatography; Biochemistry; Internal medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309068,0.00008360703,0.0001586368,0.000128553,0.000101748,0.00002232975,0.00005005591,0.00006645487,0.00009185013],"category_scores_gemma":[0.00005565039,0.00006447333,0.00004492524,0.000252173,0.00007956922,0.0001103473,0.00001420848,0.00009981716,0.0001072859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151079,"about_ca_system_score_gemma":0.0001025913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508833,"about_ca_topic_score_gemma":0.0002482481,"domain_scores_codex":[0.9989775,0.00006444549,0.0004035764,0.0001449242,0.000237127,0.0001723892],"domain_scores_gemma":[0.9993042,0.0001439489,0.0001545778,0.0002078782,0.0001507134,0.00003861864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039079,0.0008128759,0.4719104,0.000578367,0.00003088835,0.00004376105,0.0007946455,0.00003262866,0.355711,0.02876756,0.001354201,0.1389246],"study_design_scores_gemma":[0.003413972,0.000230352,0.9533457,0.0001359931,0.00004595042,0.00008387024,0.00004449706,0.003358961,0.0159655,0.0007706191,0.02246403,0.0001405471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806669,0.00009263494,0.002384124,0.004311162,0.0002134657,0.0006610043,0.000001384214,0.00004775639,0.01162158],"genre_scores_gemma":[0.9974677,0.00005840616,0.0004847544,0.0001930492,0.00009053633,0.00004430715,0.00004064969,0.00001107121,0.001609552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4814352,"threshold_uncertainty_score":0.2629146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754184280650992,"score_gpt":0.3488438818717307,"score_spread":0.3113020390652207,"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."}}