{"id":"W4385477289","doi":"10.5056/jnm23024","title":"Altered Esophageal Smooth Muscle Phenotype in Achalasia","year":2023,"lang":"en","type":"article","venue":"Journal of Neurogastroenterology and Motility","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Kingston General Hospital","funders":"Queen's University","keywords":"Achalasia; Medicine; Myotomy; Esophagus; Pathology; Myosin; Immunocytochemistry; Internal medicine; Endocrinology; Gastroenterology; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002172934,0.0002743315,0.0003008997,0.0004065225,0.0001832318,0.0002526724,0.0001364786,0.000299903,0.0009786497],"category_scores_gemma":[0.000333596,0.0001123111,0.0001754536,0.0002541697,0.0002641278,0.0001636494,0.0002525696,0.0002158409,0.0001686153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483471,"about_ca_system_score_gemma":0.00007143223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002828551,"about_ca_topic_score_gemma":0.0004331038,"domain_scores_codex":[0.9998963,0.00001838847,0.00001639771,0.00003195421,0.00002292611,0.00001406288],"domain_scores_gemma":[0.9997628,0.00003555711,0.0001066774,0.00001366038,0.0000325142,0.0000487001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001732449,0.00008756507,0.6152025,0.0003292183,0.0001315292,0.007646463,0.000324389,0.000226267,0.3614466,0.00004428602,0.0001071561,0.0127216],"study_design_scores_gemma":[0.000008121875,0.0003879679,0.9870439,0.00001204764,0.00004006915,0.007141518,0.00009519413,0.0001224675,0.004949314,0.00001903334,0.0001770839,0.000003261588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987845,0.000739006,0.000207295,0.00001295091,0.000002334097,0.000004012743,0.00003886658,0.000005604753,0.0002054805],"genre_scores_gemma":[0.9992102,0.0003368866,0.0002241847,0.0000166455,0.000005243936,0.000003507321,0.0001031114,0.000001859625,0.000098302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009786497,"threshold_uncertainty_score":0.003273904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983630563856852,"score_gpt":0.2884945174126685,"score_spread":0.2686582117741,"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."}}