{"id":"W249907897","doi":"10.1007/s10353-007-0332-6","title":"Minimally invasive esophagectomy","year":2007,"lang":"en","type":"article","venue":"European surgery. Supplement/European surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara Health System","funders":"","keywords":"Medicine; Esophagectomy; Surgery; Mortality rate; General surgery; Leak; Pneumonia; Esophageal cancer; 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":[0.0001727271,0.0004833941,0.0004716458,0.0006681312,0.0003419374,0.0003736033,0.0002375318,0.0003920113,0.02140754],"category_scores_gemma":[0.0002985277,0.00009450821,0.0007596622,0.000425332,0.0001331198,0.0004839422,0.0005848269,0.0006728781,0.007190901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992186,"about_ca_system_score_gemma":0.0002955068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225472,"about_ca_topic_score_gemma":0.0008220482,"domain_scores_codex":[0.9999003,0.0000109066,0.00001334809,0.00002316117,0.00003046198,0.00002166312],"domain_scores_gemma":[0.9998779,0.00001419584,0.00001726653,0.00002310885,0.00002436715,0.00004314856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000424541,0.0001193317,0.002519509,0.0004912853,0.0001326351,0.001934128,0.0000249,0.0001498326,0.009372023,0.001041091,0.05910207,0.9246888],"study_design_scores_gemma":[0.0001198807,0.001043879,0.04701289,0.0005167935,0.0002644058,0.05253275,0.00005373415,0.0003451516,0.005260855,0.00151536,0.8912917,0.00004264034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.14271,0.3142672,0.01774034,0.01431196,0.02141613,0.0001939002,0.002345945,0.002230623,0.4847838],"genre_scores_gemma":[0.5245394,0.1419601,0.01576855,0.009401738,0.02938704,0.0001287697,0.005865815,0.000310958,0.2726377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02140754,"threshold_uncertainty_score":0.0716154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021653185948769,"score_gpt":0.2979668762297479,"score_spread":0.2577503443702602,"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."}}