{"id":"W4233305176","doi":"10.1007/978-3-319-91045-1_34","title":"Heller Myotomy","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Achalasia; Esophagogastroduodenoscopy; Heller myotomy; Myotomy; Medicine; Esophagus; Esophageal motility disorder; Surgery; General surgery; Endoscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451313,0.0005645539,0.0003497135,0.0005199666,0.0004215482,0.0004369406,0.0003232876,0.0007858456,0.03329241],"category_scores_gemma":[0.0002212948,0.0001294733,0.0003399929,0.0002436193,0.000368544,0.0007955438,0.0008573364,0.001950802,0.0130616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244127,"about_ca_system_score_gemma":0.0003303504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353441,"about_ca_topic_score_gemma":0.001262008,"domain_scores_codex":[0.999935,0.000006071592,0.000003825056,0.00001497612,0.00002880696,0.00001120061],"domain_scores_gemma":[0.9999615,0.00001133781,0.000003348935,0.000004848923,0.000003858859,0.00001521541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008093967,0.00006193515,0.0003461133,0.0003497653,0.00002594798,0.005372008,0.0001566077,0.000358848,0.004252426,0.036288,0.3176643,0.6350431],"study_design_scores_gemma":[0.0000227581,0.00006165461,0.00136731,0.0004304032,0.00001500216,0.0217155,0.000049486,0.000148469,0.0006050176,0.008561609,0.967005,0.00001778067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007733718,0.07414718,0.009451042,0.01396754,0.008404656,0.00005239329,0.0003391097,0.0005645507,0.8853398],"genre_scores_gemma":[0.03680642,0.04966277,0.007961805,0.008850412,0.005153955,0.00006421714,0.0005638704,0.0001940237,0.8907424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03329241,"threshold_uncertainty_score":0.1113742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242578629563662,"score_gpt":0.2727919610209382,"score_spread":0.248534098064572,"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."}}