{"id":"W4396933487","doi":"10.1101/2024.05.13.24307307","title":"BODY SURFACE GASTRIC MAPPING DELINEATES SPECIFIC PATIENT PHENOTYPES IN ADOLESCENTS WITH FUNCTIONAL DYSPEPSIA AND GASTROPARESIS","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gastroparesis; Phenotype; Body surface; Medicine; Gastroenterology; Internal medicine; Gastric emptying; Stomach; Biology; Genetics; Gene","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":[0.0005637361,0.0003729496,0.0003262357,0.000704365,0.0001938973,0.0004383681,0.000156606,0.0003834878,0.001023151],"category_scores_gemma":[0.002063107,0.0001906337,0.0001926752,0.0003458857,0.0002824813,0.0003406456,0.0004417862,0.0002759873,0.0001576673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473909,"about_ca_system_score_gemma":0.0001201903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102889,"about_ca_topic_score_gemma":0.001226951,"domain_scores_codex":[0.9997674,0.0000844588,0.00002850252,0.00005337403,0.000035069,0.00003130888],"domain_scores_gemma":[0.9993049,0.0001633625,0.0003046567,0.00003685842,0.00008682201,0.0001034696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176527,0.00002223851,0.9981591,0.000005898758,0.000005973335,0.000108661,0.00006264089,0.00002567134,0.0005304636,0.000009632172,0.00002326947,0.000928807],"study_design_scores_gemma":[0.000007587963,0.0001816828,0.9986808,0.000005062811,0.000007893342,0.0005812311,0.0001682769,0.0001802427,0.0001214276,0.00001184357,0.00005251121,0.000001558608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997409,0.0000531835,0.00006142324,0.00000579065,0.000001215808,0.000005956653,0.00004430885,0.000001269527,0.00008603021],"genre_scores_gemma":[0.999658,0.00003133102,0.0001513149,0.000008741329,0.000002506115,0.000008472733,0.0001009987,8.06546e-7,0.00003792971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102889,"threshold_uncertainty_score":0.003422737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021639516721895,"score_gpt":0.2261577039828443,"score_spread":0.2045181872609493,"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."}}