{"id":"W2943440323","doi":"10.1016/j.jtcvs.2019.04.061","title":"Readmission rates following esophageal cancer resection are similar at regionalized and non-regionalized centers: A population-based cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Manitoba Health; Institute for Clinical Evaluative Sciences; University of Manitoba; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Esophagectomy; Interquartile range; Odds ratio; Perioperative; Cancer registry; Confidence interval; Retrospective cohort study; Cardiothoracic surgery; Population; Surgery; Esophageal cancer; Cancer; Confounding; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007635466,0.0004906452,0.0006593946,0.0008761983,0.000712203,0.0014271,0.0009201054,0.001155469,0.001985798],"category_scores_gemma":[0.002051235,0.0008732046,0.001979697,0.001498487,0.0005030754,0.001271398,0.0007605166,0.001369642,0.000432381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006781278,"about_ca_system_score_gemma":0.0006386087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569943,"about_ca_topic_score_gemma":0.02198483,"domain_scores_codex":[0.998944,0.0002038506,0.0001083732,0.0003470626,0.0001265378,0.0002701615],"domain_scores_gemma":[0.9980968,0.000197404,0.0007816474,0.000336369,0.0002166427,0.0003712439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002217965,0.00006764386,0.9986445,0.000005580172,0.0002271252,0.0001046432,0.00008455209,0.00002806362,0.0001882848,0.0000122243,0.0001099377,0.0003056472],"study_design_scores_gemma":[0.00001235306,0.00007940795,0.9993005,0.000002295804,0.00005850587,0.0001160194,0.0002614376,0.00008687306,0.00001808082,0.00001124599,0.00004764111,0.000005572304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992169,0.0001002395,0.00005350753,0.00003955959,0.000008365764,0.000006276193,0.0003953289,0.000003986151,0.000175851],"genre_scores_gemma":[0.9993172,0.00005483953,0.0000319555,0.00002986115,0.000009335784,0.000005579432,0.0004166206,0.000003062894,0.0001316602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569943,"threshold_uncertainty_score":0.03121614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461493557901815,"score_gpt":0.3391326813948263,"score_spread":0.3145177458158081,"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."}}