{"id":"W2415397477","doi":"","title":"A preliminary investigation of exhaled breath from patients with celiac disease using selected ion flow tube mass spectrometry.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; NOSM University","funders":"","keywords":"Medicine; Breath gas analysis; Gastroenterology; Coeliac disease; Malabsorption; Breath test; Internal medicine; Disease","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":[0.00001732325,0.0001606668,0.0001693273,0.0001038221,0.00002327156,0.00001142839,0.0001363033,0.0001050646,0.00000954218],"category_scores_gemma":[0.0001968799,0.0001454066,0.00002540705,0.0004555164,0.00007868465,0.0001606416,0.00002654679,0.0002430322,0.000001192975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008373454,"about_ca_system_score_gemma":0.000004915573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000982508,"about_ca_topic_score_gemma":0.000001598702,"domain_scores_codex":[0.999136,0.000007813618,0.0001750177,0.0002025329,0.0001930469,0.000285641],"domain_scores_gemma":[0.9994051,0.00004890348,0.000058144,0.0002787666,0.00007892706,0.0001301064],"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":[0.000196946,0.00005350929,0.1907976,0.00008218658,0.00006981174,0.000007492706,0.00003424395,0.005962478,0.7920769,0.000008053071,0.00003391309,0.01067692],"study_design_scores_gemma":[0.0003821128,0.00001384155,0.5522457,0.00001329636,0.00003504418,3.42607e-7,0.00000452197,0.007909528,0.4386782,0.0005712602,0.000006193582,0.0001399422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968686,0.00005401518,0.00189587,0.00001438198,0.000077938,0.0004391986,0.00006544685,0.0005541496,0.00003041374],"genre_scores_gemma":[0.97679,0.000004837087,0.02289524,0.000004090181,0.00004400455,0.0001264813,0.00009135671,0.00003900032,0.000004963675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3614481,"threshold_uncertainty_score":0.5929509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006574386383097723,"score_gpt":0.1666795539329013,"score_spread":0.1601051675498035,"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."}}