{"id":"W4297216121","doi":"10.1093/dote/doac051.316","title":"316. OMISSION OF ROUTINE PYLORIC PROCEDURES IN MINIMALLY INVASIVE ESOPHAGECTOMY: WHAT IS THE IMPACT ON PERI-OPERATIVE OUTCOMES?","year":2022,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Pyloromyotomy; Pyloroplasty; Gastric emptying; Pylorus; Esophagectomy; Surgery; Perioperative; General surgery; Esophageal cancer; Internal medicine; Stomach; Cancer","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":[0.002160675,0.0001657318,0.0003507481,0.000457037,0.0003271589,0.001060763,0.0004127242,0.0005235456,0.003586641],"category_scores_gemma":[0.0144523,0.0001542492,0.0009498708,0.0006718455,0.0004030371,0.001025324,0.0005420499,0.0007841061,0.0005611285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315003,"about_ca_system_score_gemma":0.0004325121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007596843,"about_ca_topic_score_gemma":0.001513479,"domain_scores_codex":[0.9987836,0.0003999113,0.0001592068,0.0001326462,0.0003076411,0.0002170058],"domain_scores_gemma":[0.9863272,0.003667214,0.006343051,0.0004478548,0.001285029,0.001929635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002893765,0.00004874174,0.9854343,0.00008841701,0.0001010406,0.0001828822,0.00003239171,0.0000688079,0.00008386064,0.00004489653,0.0003261814,0.01329912],"study_design_scores_gemma":[0.000006892027,0.0002681705,0.9979736,0.0001174175,0.00009630129,0.0006072485,0.0002389805,0.0001915949,0.00007394324,0.0001184349,0.0002977336,0.000009575343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916646,0.004480169,0.0002419117,0.001330347,0.0001139928,0.00001041285,0.0003845289,0.000006109464,0.00176791],"genre_scores_gemma":[0.9985707,0.0007244512,0.00009841115,0.0001023581,0.0001284844,0.000004006697,0.0002656024,0.000003314301,0.0001027219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003586641,"threshold_uncertainty_score":0.01199853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496705945714641,"score_gpt":0.3359041017769271,"score_spread":0.3209370423197807,"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."}}