{"id":"W4396560147","doi":"10.1111/nmo.14812","title":"Short‐ and long‐term reproducibility of body surface gastric mapping using the Gastric Alimetry® system","year":2024,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Research Council of New Zealand","keywords":"Reproducibility; Term (time); Body surface; Medicine; Computer science; Biomedical engineering; Chemistry; Mathematics; Chromatography; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001966959,0.0003725085,0.0007051316,0.00020497,0.0001517957,0.00004810681,0.000247229,0.000111771,0.00002635623],"category_scores_gemma":[0.0005725463,0.0002900184,0.0002749629,0.000611508,0.0007350433,0.0001488468,0.0002799532,0.0007421187,0.000005270289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271938,"about_ca_system_score_gemma":0.00008168863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006972865,"about_ca_topic_score_gemma":0.00001447769,"domain_scores_codex":[0.9958407,0.0005859286,0.0008453974,0.001683106,0.0003712693,0.0006736178],"domain_scores_gemma":[0.9973786,0.0002425242,0.0001381543,0.001826518,0.0001785996,0.0002356164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143943,0.0002536227,0.9830053,0.001234104,0.000115563,0.0001572389,0.0000912524,0.00008153726,0.01404887,0.0000110894,0.00003229692,0.000825231],"study_design_scores_gemma":[0.0005361334,0.0008091736,0.9866154,0.0002892704,0.0003596456,0.00388692,0.0001863448,0.007001303,0.0002579458,0.0000115863,0.00001226002,0.00003405845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882855,0.0008693159,0.008369887,0.0009254673,0.000417076,0.0008353026,0.00004294506,0.0002153385,0.00003916897],"genre_scores_gemma":[0.9986591,0.00001927443,0.0009517532,0.0002089889,0.00008589589,0.000006849047,0.0000188355,0.00003371732,0.00001557682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379092,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652473675927864,"score_gpt":0.2871953341436181,"score_spread":0.2506705973843394,"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."}}