{"id":"W2731820773","doi":"10.1088/1752-7163/aa7d10","title":"Volatile compounds in blood headspace and nasal breath","year":2017,"lang":"en","type":"article","venue":"Journal of Breath Research","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Lakehead University","funders":"Saudi Arabian Cultural Bureau","keywords":"Chemistry; Isoprene; Breath gas analysis; Chromatography; Gas chromatography–mass spectrometry; Acetone; Methanol; Acetic acid; Venous blood; Exhalation; Mass spectrometry; Internal medicine; Biochemistry; Organic chemistry; Anesthesia; 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":[0.00034439,0.00009655586,0.0002409971,0.0002390819,0.0001257301,0.0001137131,0.0004435759,0.0001151972,0.000008846955],"category_scores_gemma":[0.0004227384,0.00008249515,0.00003601166,0.0001080243,0.0002357794,0.0002805741,0.000142138,0.0009739381,0.000003591822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009803421,"about_ca_system_score_gemma":0.0000128393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003926975,"about_ca_topic_score_gemma":0.00002897582,"domain_scores_codex":[0.9989092,0.00002257976,0.0002309101,0.0001013761,0.0003794779,0.0003564124],"domain_scores_gemma":[0.9991931,0.0001959643,0.0000628055,0.0003129511,0.0001317636,0.0001034542],"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":[0.0001584395,0.0001783317,0.1318045,0.000173206,0.0001203777,0.001281664,0.0004991892,0.0008994722,0.8373382,0.0004406558,0.003010723,0.02409525],"study_design_scores_gemma":[0.006069762,0.0009111593,0.22778,0.0008682148,0.00003559824,0.002499611,0.001074048,0.007528479,0.7286842,0.01588717,0.008012967,0.0006487235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950709,0.001119892,0.00004686726,0.0004963431,0.00005178189,0.0000583735,0.000002736209,0.000038796,0.003114299],"genre_scores_gemma":[0.9973711,0.0008883991,0.001472679,0.000002649587,0.00009045113,0.000001768857,2.131806e-7,0.0000199464,0.0001527636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108654,"threshold_uncertainty_score":0.4231331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092755452944882,"score_gpt":0.3578179518100055,"score_spread":0.3068903972805567,"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."}}