{"id":"W3012718086","doi":"10.1016/j.athoracsur.2020.02.036","title":"Minimally Invasive Esophagectomy: A Consensus Statement","year":2020,"lang":"en","type":"review","venue":"The Annals of Thoracic Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Statement (logic); Esophagectomy; Consensus conference; General surgery; MEDLINE; Surgery; Esophageal cancer; Intensive care medicine; Internal medicine; Cancer; Law","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":[0.0187288,0.002064851,0.007198236,0.007051789,0.001018982,0.004559696,0.004313664,0.008509891,0.00524049],"category_scores_gemma":[0.01536599,0.00118305,0.006288847,0.00523368,0.001554379,0.005020735,0.005469101,0.008072164,0.003340152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004206706,"about_ca_system_score_gemma":0.02038269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294385,"about_ca_topic_score_gemma":0.007315604,"domain_scores_codex":[0.9922747,0.001626737,0.003237005,0.0006920563,0.00170067,0.0004688803],"domain_scores_gemma":[0.9857119,0.005043095,0.003806029,0.0003303744,0.003943242,0.001165408],"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":[0.0005096591,0.000138887,0.000716772,0.1332695,0.001219826,0.0003437595,0.0001843326,0.0004466658,0.001448242,0.003013842,0.338633,0.5200754],"study_design_scores_gemma":[0.0005494757,0.0002293928,0.001970791,0.1947785,0.002986022,0.001012023,0.0002193851,0.0001777432,0.0004183084,0.002474722,0.7950802,0.0001034529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001890628,0.9602203,0.0007062513,0.02558818,0.01132833,0.0002663615,0.0005220977,0.00003171916,0.001147699],"genre_scores_gemma":[0.001410409,0.9569508,0.003691858,0.02943138,0.005363038,0.000523536,0.001085649,0.0000208784,0.001522407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0187288,"threshold_uncertainty_score":0.0990485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2907219753867952,"score_gpt":0.4869732051018859,"score_spread":0.1962512297150907,"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."}}