{"id":"W2305408892","doi":"10.1016/j.gie.2016.03.1469","title":"Per-oral endoscopic myotomy, 1000 cases later: pearls, pitfalls, and practical considerations","year":2016,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Achalasia; Medicine; Myotomy; Surgery; General surgery; Warrant; Esophagus","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":[0.00192139,0.0008510335,0.001804232,0.002278002,0.000385976,0.00203569,0.001016127,0.003026363,0.002264617],"category_scores_gemma":[0.003990382,0.0002996995,0.001088591,0.002113515,0.001044597,0.00504847,0.0006863222,0.004355747,0.001380219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378857,"about_ca_system_score_gemma":0.001231955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070989,"about_ca_topic_score_gemma":0.004666287,"domain_scores_codex":[0.9991463,0.0001263343,0.0002395716,0.0001226118,0.0003074079,0.00005770472],"domain_scores_gemma":[0.9971195,0.001568028,0.000586935,0.00009855044,0.0004408316,0.0001860716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002722572,0.00007004177,0.005165032,0.01011975,0.0003124682,0.01338963,0.0003092183,0.000449215,0.001508966,0.004289341,0.0718838,0.8922304],"study_design_scores_gemma":[0.0001044671,0.0002506608,0.01702499,0.02191546,0.0008431927,0.2000704,0.001216482,0.0006251268,0.000788414,0.007235892,0.7497392,0.0001857325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001173998,0.9907664,0.0002348771,0.005748674,0.0009624917,0.000004033059,0.00004790214,0.00001431359,0.00104739],"genre_scores_gemma":[0.008813468,0.9796849,0.0008893583,0.005151999,0.004349618,0.000006286816,0.0001254665,0.00001127282,0.0009675349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003026363,"threshold_uncertainty_score":0.0101614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824676311365967,"score_gpt":0.3815611629244831,"score_spread":0.3133143998108234,"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."}}