{"id":"W2097488491","doi":"10.1016/j.athoracsur.2009.10.046","title":"Factors Associated With Postoperative Symptoms After Laparoscopic Heller Myotomy","year":2010,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Achalasia; Heartburn; Myotomy; Heller myotomy; Surgery; Botulinum toxin; Odds ratio; Perioperative; Reflux; Anesthesia; Esophagus; Internal medicine","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":[0.0003815681,0.0003077398,0.0004613054,0.0006618536,0.0004601927,0.0007150692,0.0003510309,0.0006879862,0.002121412],"category_scores_gemma":[0.004481004,0.0001789425,0.0007843389,0.0009498979,0.0004532058,0.0005556534,0.0003984514,0.001218697,0.0001866715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785441,"about_ca_system_score_gemma":0.0005389485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432069,"about_ca_topic_score_gemma":0.002085275,"domain_scores_codex":[0.9996265,0.00009035834,0.00007662705,0.00003781377,0.00006174833,0.0001069454],"domain_scores_gemma":[0.9959859,0.001515542,0.001269409,0.0001211804,0.0001668864,0.0009410219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000620403,0.00008910816,0.9966384,0.00001976822,0.00007192955,0.0007749888,0.00004828417,0.00003484727,0.0003373063,0.00001888934,0.000086167,0.001259982],"study_design_scores_gemma":[0.00001296591,0.0001827064,0.9984046,0.000007342802,0.00004968031,0.0008888075,0.0001868612,0.00009467662,0.00004897226,0.00002033706,0.00009718345,0.000005797179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986715,0.0004416673,0.00003797284,0.0001318411,0.00002794667,0.000003928184,0.00009843968,0.000002586083,0.0005840546],"genre_scores_gemma":[0.9993507,0.0001726349,0.00004461247,0.00004904644,0.00005696659,0.000003700986,0.0001682004,0.000002270529,0.0001519447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002121412,"threshold_uncertainty_score":0.007096827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08492937092212968,"score_gpt":0.3632719581446606,"score_spread":0.2783425872225309,"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."}}