{"id":"W4403059026","doi":"10.58931/cait.2023.3358","title":"Hydrogen and methane breath testing for abdominal bloating of small intestinal origin","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Bloating; Methane; Gastroenterology; Hydrogen breath test; Medicine; Internal medicine; Breath test; Hydrogen; Small intestinal bacterial overgrowth; Chemistry; Abdominal pain; Irritable bowel syndrome; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004325156,0.000490765,0.0008450147,0.00162539,0.0002319704,0.0003834482,0.0005513106,0.000903907,0.002612167],"category_scores_gemma":[0.0009454155,0.0001469446,0.0005998233,0.000811485,0.0004488045,0.0005849746,0.0003030783,0.001292435,0.001022803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322683,"about_ca_system_score_gemma":0.0004301709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527598,"about_ca_topic_score_gemma":0.002562613,"domain_scores_codex":[0.9997066,0.00007106837,0.00003466232,0.00002088448,0.0001148732,0.00005194219],"domain_scores_gemma":[0.9995872,0.0001749722,0.00008825329,0.0000154798,0.00008409351,0.00004984187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008533837,0.0004066632,0.09289804,0.006714009,0.0003868341,0.2616695,0.0006628656,0.0004131955,0.03165447,0.003296574,0.06513476,0.5359097],"study_design_scores_gemma":[0.000194953,0.001129916,0.1368103,0.008095705,0.0004363334,0.5472399,0.001709783,0.001152605,0.01540925,0.004294364,0.2834155,0.0001114633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07272734,0.8483554,0.01005186,0.01506892,0.002083275,0.0002643795,0.0004695935,0.0003172529,0.05066191],"genre_scores_gemma":[0.4541831,0.5124766,0.01064921,0.008913429,0.002359989,0.0001315612,0.001041237,0.00006074681,0.01018416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002612167,"threshold_uncertainty_score":0.008738577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594620159110397,"score_gpt":0.2761143625442206,"score_spread":0.2301681609531166,"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."}}