{"id":"W2001719675","doi":"10.1007/s004640080198","title":"Preoperative determinants of an esophageal lengtheningprocedure in laparoscopic antireflux surgery","year":2001,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Esophagus; Abdominal surgery; Surgery; Odds ratio; Reflux; Esophageal disease; Hernia; Esophageal hiatus; Achalasia; Endoscopy; Barrett's esophagus; Internal medicine; Cancer; Adenocarcinoma; Disease","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":[0.0005613383,0.0003817285,0.0004667392,0.0006584878,0.0005409791,0.000814431,0.0004247305,0.001137465,0.002960776],"category_scores_gemma":[0.005226325,0.0003605411,0.0005325408,0.0006508789,0.0006510259,0.0007101815,0.0004070161,0.00155452,0.0003139832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828726,"about_ca_system_score_gemma":0.0007186421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271041,"about_ca_topic_score_gemma":0.002018778,"domain_scores_codex":[0.9995622,0.0001175171,0.00007122284,0.00005556963,0.00006801044,0.0001254276],"domain_scores_gemma":[0.9918087,0.00382987,0.001770247,0.0003823305,0.0002784951,0.001930392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007820111,0.0001119891,0.9961011,0.00001100841,0.00003364764,0.0004122981,0.00004225592,0.00009355343,0.0007572475,0.00003369086,0.00005824291,0.001562935],"study_design_scores_gemma":[0.00001081768,0.0005245476,0.9972832,0.000006855817,0.00004452327,0.0008998346,0.0001864699,0.0005627754,0.0002716805,0.00005631023,0.0001410381,0.00001194657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987881,0.0002336145,0.0001593769,0.0001191108,0.00002457262,0.000004397085,0.00005952835,0.000005609222,0.0006056409],"genre_scores_gemma":[0.9995303,0.00007938661,0.0001028293,0.00001850619,0.00004891818,0.000003429637,0.0000861542,0.00000394171,0.0001265855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002960776,"threshold_uncertainty_score":0.009904742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460763604415499,"score_gpt":0.3247945011217273,"score_spread":0.3001868650775723,"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."}}