{"id":"W2470072059","doi":"10.1097/imi.0000000000000177","title":"Transthoracic Extracorporeal Gastric Conduit Preparation for Minimally Invasive Ivor-Lewis Esophagectomy","year":2015,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Extracorporeal; Anastomosis; Surgery; Laparotomy; Esophagectomy; Electrical conduit; Laparoscopy; Esophageal cancer; Internal medicine; 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":[0.0003740371,0.0002567375,0.0002605397,0.0002860045,0.0001861487,0.0003162047,0.000162098,0.0001535068,0.001015942],"category_scores_gemma":[0.0008311456,0.00007472435,0.0003691037,0.0001799324,0.0002594594,0.0003007689,0.0002443845,0.000301166,0.0001357935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765888,"about_ca_system_score_gemma":0.0002695128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447566,"about_ca_topic_score_gemma":0.0003857312,"domain_scores_codex":[0.9998378,0.00003713991,0.00002174227,0.00002506557,0.00004934953,0.0000289361],"domain_scores_gemma":[0.9995462,0.00009986656,0.0001627343,0.0000414852,0.00002235517,0.0001272536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004038973,0.0007409095,0.849586,0.0003413206,0.0003464907,0.008799429,0.0002510072,0.0006043956,0.0363548,0.0001680552,0.0003809145,0.09838773],"study_design_scores_gemma":[0.0003298882,0.01640197,0.8991162,0.0001541161,0.0002236591,0.07090417,0.0004208704,0.001555989,0.008990549,0.0001402722,0.001732314,0.00002992222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9984568,0.000526147,0.0006760836,0.00001758486,0.00001085502,0.00001499738,0.00001686654,0.00000897679,0.0002715653],"genre_scores_gemma":[0.9991744,0.0002052892,0.0004371697,0.00001708776,0.00001669616,0.00001297974,0.00007167248,0.000001453231,0.00006323753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001015942,"threshold_uncertainty_score":0.003398657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272284743262265,"score_gpt":0.3508060195892752,"score_spread":0.3080831721566525,"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."}}