{"id":"W2978220013","doi":"10.14740/jocmr3963","title":"Management of Esophageal Achalasia in Quebec","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Achalasia; Medicine; Dysphagia; Myotomy; Heller myotomy; Balloon dilation; Esophageal sphincter; High resolution manometry; Surgery; Balloon; Esophagus; Reflux; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002701256,0.0001505739,0.0001437359,0.0004554852,0.0012178,0.0005128757,0.0005269031,0.0003052203,0.004959161],"category_scores_gemma":[0.0009241205,0.00008495043,0.0001899218,0.001401103,0.0002527948,0.0001934309,0.0003582455,0.0003281103,0.0002483143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01234515,"about_ca_system_score_gemma":0.01121117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8917096,"about_ca_topic_score_gemma":0.9342926,"domain_scores_codex":[0.9997607,0.0000416353,0.00002125641,0.00003200517,0.00007255884,0.00007191225],"domain_scores_gemma":[0.9992443,0.00005947114,0.0002125075,0.000011937,0.0002538765,0.0002179656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001434731,0.0002059259,0.9237084,0.000434461,0.00008941436,0.002640552,0.0006748568,0.0003561376,0.001174079,0.0004519575,0.01048905,0.05963172],"study_design_scores_gemma":[0.00004172344,0.0001738991,0.9830155,0.0002296725,0.00003654535,0.001539627,0.0008969349,0.0004018828,0.0001367721,0.00005112896,0.01346212,0.00001415247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580536,0.01186228,0.000426473,0.004055423,0.0001298144,0.0002197511,0.003860898,0.00004863798,0.02134306],"genre_scores_gemma":[0.9888904,0.003764499,0.0006505061,0.001250231,0.00006540206,0.00008355259,0.0013397,0.00000814446,0.003947491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082904,"threshold_uncertainty_score":0.2178563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545646415424679,"score_gpt":0.5424038329275143,"score_spread":0.3878391913850463,"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."}}