{"id":"W3130148582","doi":"10.14740/gr1364","title":"Diabetic and Non-Diabetic Gastroparesis: A Retrospective Comparative Outcome Study From the Nationwide Inpatient Sample","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroparesis; Retrospective cohort study; Healthcare Cost and Utilization Project; Confounding; Odds ratio; Internal medicine; Diabetes mellitus; Population; Pediatrics; Disease; Health care; Gastric emptying; Stomach","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001966713,0.000360779,0.0006139746,0.001761884,0.0006290804,0.000916987,0.00067409,0.0005398938,0.001126471],"category_scores_gemma":[0.004358792,0.0004699554,0.0006397896,0.002592311,0.0004220431,0.0009588941,0.001025344,0.0006809199,0.0002845719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008875592,"about_ca_system_score_gemma":0.0008598329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069386,"about_ca_topic_score_gemma":0.0105478,"domain_scores_codex":[0.99806,0.000471722,0.0004037989,0.0004044209,0.0003895143,0.0002704777],"domain_scores_gemma":[0.9965749,0.0004750793,0.001815533,0.0002234947,0.0004347491,0.0004763528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005525004,0.00005608393,0.9993363,0.00001231904,0.00004559078,0.00004572476,0.00006607622,0.00000829559,0.000024789,0.000009934462,0.00006068857,0.0002788324],"study_design_scores_gemma":[0.00001574092,0.0001743478,0.9984743,0.0000170701,0.00004803751,0.0002961913,0.0006902684,0.0001089743,0.00002222036,0.00001161905,0.0001362719,0.000004908947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986988,0.0001608112,0.00006037844,0.00002510267,0.000005322723,0.00003574212,0.0007641542,0.000001493769,0.0002480824],"genre_scores_gemma":[0.9979557,0.0001789228,0.0001064263,0.00007033221,0.00001581475,0.00006466215,0.001560367,0.000001953036,0.00004579272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007069386,"threshold_uncertainty_score":0.01405644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09584132120074579,"score_gpt":0.3800425138937332,"score_spread":0.2842011926929874,"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."}}