{"id":"W2638700258","doi":"10.1007/978-3-319-50051-5_15","title":"Submucosal Surgery: Pyloromyotomy and Tumor Enucleation","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Pyloromyotomy; Achalasia; Myotomy; Surgery; Endoscopic submucosal dissection; Enucleation; Esophagus; Pylorus; Stomach","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":[0.000201418,0.0009695548,0.0004681955,0.0008017202,0.0003725116,0.0008883842,0.0004883768,0.001480977,0.02155259],"category_scores_gemma":[0.0003236212,0.0002519358,0.0003753639,0.0004612702,0.000797941,0.001668535,0.0009618844,0.002561646,0.009340505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067111,"about_ca_system_score_gemma":0.000498988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003889854,"about_ca_topic_score_gemma":0.001939063,"domain_scores_codex":[0.999915,0.00001445661,0.00000608857,0.00001944381,0.00003501362,0.000009951377],"domain_scores_gemma":[0.9999421,0.00003330275,0.000005041893,0.000004777499,0.000005718702,0.000009131003],"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":[0.0000564639,0.0000853944,0.0001678254,0.001157868,0.00001574814,0.001472813,0.0002741065,0.0006663919,0.004202887,0.05503948,0.2658904,0.6709707],"study_design_scores_gemma":[0.000007586234,0.00004376803,0.0005674883,0.0004139119,0.000007171189,0.005794801,0.00007384507,0.0001534716,0.0005956322,0.0166969,0.9756294,0.00001602722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00352716,0.3862532,0.02074783,0.00663354,0.01606779,0.0000817082,0.0002264842,0.0004310673,0.5660313],"genre_scores_gemma":[0.01492119,0.1967458,0.01540842,0.007433974,0.01243949,0.0000946229,0.0002778823,0.0002807524,0.752398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02155259,"threshold_uncertainty_score":0.07210058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773681705733406,"score_gpt":0.251089904541612,"score_spread":0.2233530874842779,"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."}}