{"id":"W2434406161","doi":"10.1002/jgh3.12240","title":"Evaluation of lactulose, lactose, and fructose breath testing in clinical practice: A focus on methane","year":2019,"lang":"en","type":"article","venue":"JGH Open","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Lactulose; Lactose; Breath test; Chemistry; Fructose; Methane; Food science; Carbohydrate; Animal science; Internal medicine; Gastroenterology; Biochemistry; Medicine; Organic chemistry; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005479459,0.00009995726,0.0003554942,0.00007784333,0.00001316112,0.00002084571,0.0001050751,0.00006946357,0.0001388185],"category_scores_gemma":[0.01882344,0.00008410421,0.00003497292,0.000209318,0.00004274151,0.0002293409,0.0001110056,0.0002724584,0.00003855325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004554231,"about_ca_system_score_gemma":0.0003085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147851,"about_ca_topic_score_gemma":0.0001372218,"domain_scores_codex":[0.9982612,0.0003975482,0.000426128,0.0002863304,0.0004830932,0.0001456976],"domain_scores_gemma":[0.9975953,0.001445566,0.000203302,0.0002859696,0.0003807112,0.00008919943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002013622,0.001273555,0.8097181,0.00009905273,0.00005552679,0.00002186587,0.0003317491,0.0000298247,0.001392765,0.0003461051,0.0001339767,0.1845838],"study_design_scores_gemma":[0.007212565,0.002206353,0.984575,0.0004199233,0.0002351286,0.00007656989,0.0005133313,0.001851969,0.0002752366,0.002381083,0.0001719348,0.00008092412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181649,0.00008367244,0.000006212174,0.001648377,0.00004560459,0.001240948,0.000002878063,0.000009326495,0.07879806],"genre_scores_gemma":[0.9915353,0.000006796716,0.007853603,0.0004068048,0.00002516804,0.00001449545,0.000005490259,0.00001091156,0.000141424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845029,"threshold_uncertainty_score":0.9894415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379713628767396,"score_gpt":0.4500770129128648,"score_spread":0.3121056500361252,"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."}}