{"id":"W4205667249","doi":"10.21037/jgo-21-685","title":"Application of low anterior mediastinal tracheostomy for locally advanced cervicothoracic esophageal cancer undergoing total laryngopharyngoesophagectomy: a case report","year":2021,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dysphagia; Esophageal cancer; Stage (stratigraphy); Malignancy; Gastrostomy; Esophagectomy; Anastomosis; Open biopsy; Lumen (anatomy)","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":[0.0002702484,0.001085455,0.000729577,0.000972953,0.002349097,0.00146221,0.0006439059,0.003875002,0.001985091],"category_scores_gemma":[0.001645181,0.0006702026,0.001300398,0.0006421476,0.001137015,0.001424878,0.0008075998,0.002153621,0.0007118623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009132309,"about_ca_system_score_gemma":0.0008691707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007654272,"about_ca_topic_score_gemma":0.00213235,"domain_scores_codex":[0.9995157,0.0000681097,0.00006933253,0.00007673862,0.00008487949,0.0001853032],"domain_scores_gemma":[0.9993074,0.0001790956,0.0001627145,0.00008173176,0.00003570988,0.0002333371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004307384,0.00004402102,0.005879669,0.0000404145,0.0000123353,0.9901304,0.00008989473,0.0000359695,0.001638665,0.00008196467,0.0001300049,0.001873786],"study_design_scores_gemma":[0.000009343958,0.0001231137,0.004043998,0.00001434912,0.0000211924,0.9941099,0.000123314,0.0001638791,0.0008511813,0.0000878661,0.0004439187,0.000008119628],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816574,0.004736247,0.003495813,0.002265295,0.000304137,0.0001861593,0.00008227515,0.0001180138,0.007154661],"genre_scores_gemma":[0.9950015,0.001507717,0.001173783,0.0005695304,0.0004218055,0.00002458183,0.00005545839,0.00001344172,0.001232239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003875002,"threshold_uncertainty_score":0.006640851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819998642027112,"score_gpt":0.3642061652917686,"score_spread":0.3460061788714974,"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."}}