{"id":"W4409240705","doi":"10.1007/978-3-031-55859-7_10-1","title":"Left Thoracoabdominal Esophagectomy","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Esophagectomy; Medicine; General surgery; Internal medicine; Esophageal cancer; 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":[0.00009018308,0.0002304171,0.0002860296,0.0002415617,0.000290134,0.0004188053,0.0001765469,0.0002866958,0.03033699],"category_scores_gemma":[0.0001204315,0.0001038828,0.0003307037,0.0002033843,0.0001691475,0.0005591476,0.0002951825,0.000876463,0.008494588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829479,"about_ca_system_score_gemma":0.0003446601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049472,"about_ca_topic_score_gemma":0.006081853,"domain_scores_codex":[0.9999719,0.000002406485,0.000001827668,0.000006087314,0.00001019257,0.000007590964],"domain_scores_gemma":[0.999965,0.00001468822,0.000002295248,0.000004936981,0.000004089854,0.000009080195],"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":[0.0001713334,0.00009715874,0.001515383,0.0005765484,0.00003926433,0.007502411,0.0001299132,0.0006989061,0.009433861,0.01169234,0.1931274,0.7750155],"study_design_scores_gemma":[0.00001793915,0.0001766015,0.009746953,0.0004116349,0.00003076335,0.03817333,0.0001109404,0.0003212745,0.002657802,0.005059675,0.9432735,0.00001957351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0173542,0.08420004,0.01066513,0.006036843,0.006594596,0.0000462327,0.001330457,0.0006558098,0.8731167],"genre_scores_gemma":[0.06794647,0.0447238,0.006717807,0.004420339,0.003267091,0.00003895434,0.001242483,0.0001878462,0.8714553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03033699,"threshold_uncertainty_score":0.1014874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280078968341399,"score_gpt":0.3285085781610464,"score_spread":0.3057077884776324,"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."}}