{"id":"W2030968762","doi":"10.1001/jama.296.18.2227","title":"Pneumatic Dilatation and Surgical Myotomy for Achalasia","year":2006,"lang":"en","type":"article","venue":"JAMA","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Achalasia; Myotomy; Heller myotomy; Surgery; Esophagectomy; Hazard ratio; Confidence interval; Retrospective cohort study; Esophagus; Internal medicine; Esophageal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007076747,0.0001543179,0.0003722599,0.0003088359,0.0004868597,0.0003776502,0.0003914463,0.0005312848,0.001985924],"category_scores_gemma":[0.003249054,0.0001564141,0.0006979835,0.0005789089,0.0004249664,0.0002160059,0.000373631,0.0005019921,0.0001188258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500072,"about_ca_system_score_gemma":0.002229755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03488576,"about_ca_topic_score_gemma":0.06047934,"domain_scores_codex":[0.9991636,0.0001828889,0.00007451158,0.0001570113,0.0002252249,0.0001966448],"domain_scores_gemma":[0.9975041,0.0003070782,0.001736315,0.00004820132,0.00008303097,0.0003213564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004201701,0.000058859,0.996021,0.00006161944,0.0001566686,0.0001937058,0.00003116313,0.00005127872,0.00009931998,0.000021978,0.0001656346,0.002718668],"study_design_scores_gemma":[0.00004315737,0.0002117805,0.9987268,0.00002823697,0.00006074214,0.0005746918,0.00004197077,0.00009055984,0.00003181518,0.00001951022,0.0001683463,0.000002321624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966324,0.001903749,0.00008206075,0.0003990192,0.00002115305,0.00001336355,0.0003661607,0.000003867522,0.0005782944],"genre_scores_gemma":[0.9985542,0.0007701274,0.0001023041,0.00007743732,0.0000443836,0.000008537172,0.0003265868,6.916702e-7,0.0001156687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03488576,"threshold_uncertainty_score":0.06936544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014191333483933,"score_gpt":0.2770593136149885,"score_spread":0.2669174002801492,"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."}}