{"id":"W4206733370","doi":"10.1093/dote/doab052.464","title":"464 IS OPEN LEFT THORACO-ABDOMINAL ESOPHAGECTOMY A VIABLE OPTION IN THE ERA OF MINIMALLY INVASIVE ESOPHAGECTOMY?","year":2021,"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":"McGill University","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Surgery; Lymph; Cancer; 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":[0.001280924,0.00008874432,0.000404592,0.000276101,0.0001961254,0.0008446968,0.0002292712,0.0002615736,0.002347021],"category_scores_gemma":[0.004625271,0.00007094927,0.0003626461,0.0003607786,0.0004262528,0.0008688523,0.0003374178,0.0003792885,0.0002458191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095637,"about_ca_system_score_gemma":0.0003015562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669702,"about_ca_topic_score_gemma":0.001308226,"domain_scores_codex":[0.999568,0.0001643075,0.00005102645,0.00005631617,0.0001115296,0.00004874753],"domain_scores_gemma":[0.9965437,0.001052305,0.001545441,0.0001177977,0.000250265,0.0004904101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001351417,0.0001366197,0.9443139,0.000200432,0.0002755827,0.0004263256,0.00005809099,0.0001239672,0.0005564572,0.0001898467,0.0007362313,0.05163119],"study_design_scores_gemma":[0.000112807,0.002512675,0.9857258,0.0004552601,0.0003750758,0.004630415,0.00108763,0.0009301572,0.0004812593,0.0006646098,0.003003867,0.00002053836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883142,0.008136994,0.0002582277,0.001343678,0.0001019084,0.000007600909,0.0002010086,0.000003700884,0.001632644],"genre_scores_gemma":[0.9975816,0.001478223,0.0001486029,0.0003008665,0.0002011591,0.000003423322,0.0001956663,0.000001521276,0.00008880274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002347021,"threshold_uncertainty_score":0.007851601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005638570616636,"score_gpt":0.3279341572318769,"score_spread":0.3078777715257106,"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."}}