{"id":"W3200231753","doi":"10.1093/dote/doab052.854","title":"854 OPTIMIZATION OF SURGICAL DELAY AFTER INDUCTION CHEMORADIATION FOR ESOPHAGEAL CANCER: 10 YEARS RETROSPECTIVE MULTI-CENTER STUDY","year":2021,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Surgery; Statistical significance; Anastomosis; Retrospective cohort study; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001121583,0.0003222736,0.0004137937,0.00147513,0.000651492,0.0007937594,0.0004551157,0.0005211058,0.001728251],"category_scores_gemma":[0.002411346,0.0003062988,0.0006672073,0.001844519,0.0003664811,0.0005602997,0.0005036687,0.0004315515,0.0002738115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164048,"about_ca_system_score_gemma":0.001000241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882621,"about_ca_topic_score_gemma":0.01927023,"domain_scores_codex":[0.9990302,0.0002058916,0.0001537311,0.0002289443,0.0001837776,0.0001974137],"domain_scores_gemma":[0.9959984,0.0006402688,0.00216749,0.0002312631,0.0005372707,0.0004253693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208247,0.00002632577,0.9991876,0.000005905996,0.00002861372,0.00004740131,0.00003611315,0.00001824893,0.00006299146,0.000003687495,0.00002583215,0.0004365039],"study_design_scores_gemma":[0.000008770538,0.0002963747,0.9988897,0.000008337867,0.00003819901,0.0001811317,0.0002404957,0.00010056,0.00005329972,0.000005705748,0.0001717159,0.000005669385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992079,0.0002812771,0.00007790993,0.00001056775,0.000003319863,0.00001527325,0.0002449482,0.000001588228,0.0001571895],"genre_scores_gemma":[0.9993954,0.00007989939,0.00005495916,0.00001740608,0.000007660813,0.00001361952,0.0003427332,0.000001536483,0.00008689216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882621,"threshold_uncertainty_score":0.03743327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695668755118776,"score_gpt":0.3209944724996299,"score_spread":0.3040377849484421,"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."}}