{"id":"W3206955712","doi":"10.14740/gr1458","title":"Cross-Sectional Study of Swallowing Phases in Cases of Megaesophagus Caused by Chagas Disease","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megaesophagus; Medicine; Chagas disease; Swallowing; Cross-sectional study; Gastroenterology; Internal medicine; Pathology; Surgery; Esophagus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005755881,0.0001566928,0.0004841513,0.0003720402,0.00007450743,0.0000125032,0.0001343529,0.00006692951,0.000334865],"category_scores_gemma":[0.0004601197,0.0001425347,0.0001156653,0.0003557893,0.0002894956,0.00007609365,0.0001657168,0.0003782433,0.000006797744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045084,"about_ca_system_score_gemma":0.0001939446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919124,"about_ca_topic_score_gemma":0.0001282328,"domain_scores_codex":[0.9971529,0.0004524276,0.0005519588,0.0004772157,0.0007750684,0.0005904506],"domain_scores_gemma":[0.9985533,0.0002294109,0.0000809738,0.0004145996,0.0004602213,0.0002614305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002048195,0.006919122,0.9766495,0.00007807533,0.0002420906,0.009616492,0.0001237571,0.00001568639,0.004164348,0.000003737748,0.00008613893,0.0000529175],"study_design_scores_gemma":[0.00898781,0.003381466,0.9831256,0.00003382363,0.00004513498,0.0001091933,0.0002075528,0.00001992786,0.004048825,0.00001486161,0.000001957899,0.00002390807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988943,0.0003330134,0.000005368496,0.00006065604,0.00008841038,0.0004786642,0.000085281,0.00001156209,0.00004276295],"genre_scores_gemma":[0.9991484,0.00001666986,0.00003587592,0.00003669354,0.00003667659,0.00008067717,0.0001102838,0.00001935235,0.0005153455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009507299,"threshold_uncertainty_score":0.5812398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796148622256518,"score_gpt":0.4270428694332207,"score_spread":0.3390813832106556,"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."}}