{"id":"W3139052728","doi":"10.1111/nmo.14134","title":"Chicago Classification update (V4.0): Technical review on diagnostic criteria for ineffective esophageal motility and absent contractility","year":2021,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Peristalsis; High resolution manometry; Esophageal spasm; Dysphagia; Medicine; Achalasia; Esophageal motility disorder; Contractility; Bolus (digestion); Swallowing; Contraction (grammar); Cardiology; Internal medicine; Radiology; Esophagus","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":[0.0005925681,0.0004140294,0.0009557686,0.00006236875,0.0001511108,0.0000242235,0.0001210854,0.0001849275,0.0001376306],"category_scores_gemma":[0.00344588,0.000362907,0.0002920831,0.0001296305,0.0003222234,0.00008537112,0.0001192512,0.0005814622,0.00002417666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235775,"about_ca_system_score_gemma":0.00007274556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000441742,"about_ca_topic_score_gemma":0.00001772381,"domain_scores_codex":[0.9965848,0.0006643386,0.0006548942,0.001218333,0.000284524,0.0005931243],"domain_scores_gemma":[0.9973346,0.0008281997,0.0002095796,0.0009183733,0.0003297827,0.0003794466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003737912,0.00283952,0.985642,0.001055446,0.0001746096,0.0006701624,0.00001209957,5.852588e-7,0.001314458,0.0000524323,0.0007632098,0.007101682],"study_design_scores_gemma":[0.003443165,0.002004086,0.9920518,0.0002009596,0.0005051292,0.0003716124,0.000002769234,0.0001742431,0.0008302084,0.0001699601,0.0002204905,0.00002560323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990314,0.0008067595,0.0005117019,0.005299826,0.0003111322,0.002224278,0.00028966,0.0001297196,0.0001128895],"genre_scores_gemma":[0.9921907,0.0006716306,0.0007027192,0.005527349,0.00009964329,0.0003950231,0.0003530195,0.00003185509,0.0000280452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007076079,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759418028191573,"score_gpt":0.34183716126901,"score_spread":0.3142429809870942,"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."}}