{"id":"W4412726399","doi":"10.1111/nmo.70124","title":"Distinct Subgroups in Gastroparesis Defined by Simultaneous Body Surface Gastric Mapping and Gastric Emptying Breath Testing","year":2025,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Research Council of New Zealand; University of Auckland","keywords":"Gastric emptying; Gastroparesis; Postprandial; Medicine; Gastroenterology; Internal medicine; Meal; Breath test; Stomach; Insulin; Helicobacter pylori","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589116,0.0004417561,0.0004571368,0.0008680745,0.000229137,0.0005751739,0.000229856,0.0004575597,0.001169585],"category_scores_gemma":[0.001479516,0.0001516386,0.0003401998,0.000488581,0.0003628397,0.0004525183,0.0006111522,0.000351962,0.000256821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401651,"about_ca_system_score_gemma":0.0001452535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004683033,"about_ca_topic_score_gemma":0.0004724834,"domain_scores_codex":[0.9997395,0.00005653598,0.00003646417,0.00007301271,0.00003436637,0.00006014093],"domain_scores_gemma":[0.9993652,0.0001640853,0.0002074351,0.00004466049,0.00005335775,0.000165367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000785162,0.00004438136,0.9897547,0.00001037135,0.00003020844,0.00111078,0.000124486,0.00006688512,0.005637465,0.00003970401,0.00005489933,0.002340904],"study_design_scores_gemma":[0.00004118395,0.0005681504,0.9916113,0.000008395761,0.00002855845,0.00533133,0.0004749445,0.001058802,0.0005951,0.0001425329,0.0001307834,0.000008965361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996963,0.00004982795,0.00007965408,0.00001001497,0.000002223189,0.000005896421,0.00002600849,0.000002586743,0.0001274788],"genre_scores_gemma":[0.9997789,0.00001408442,0.00009304886,0.00001002359,0.000005301575,0.000005228807,0.00007203705,0.000001282753,0.00002014441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001169585,"threshold_uncertainty_score":0.003912687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353951668038552,"score_gpt":0.2434353478269305,"score_spread":0.229895831146545,"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."}}