{"id":"W2984924792","doi":"10.1016/j.hpb.2019.10.013","title":"Impact of surgical wait times on oncologic outcomes in resectable pancreas adenocarcinoma","year":2019,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Proportional hazards model; Adenocarcinoma; Multivariate analysis; Post-hoc analysis; Cohort; Retrospective cohort study; Surgery; Pancreatic cancer; Palliative care; Pancreas; Internal medicine; 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":[0.0005713911,0.0001614048,0.0001930504,0.0004918909,0.0003313639,0.0009464397,0.000219535,0.000348426,0.00434846],"category_scores_gemma":[0.004676346,0.0001243981,0.0004380126,0.0007682717,0.0002267364,0.0007919789,0.000464969,0.0008574815,0.0003192849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196345,"about_ca_system_score_gemma":0.0007602851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220765,"about_ca_topic_score_gemma":0.004249509,"domain_scores_codex":[0.999696,0.0000666148,0.0000342565,0.00004089001,0.00004604316,0.0001163467],"domain_scores_gemma":[0.9958488,0.001004284,0.00209768,0.00006416132,0.0001357531,0.0008492374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00223201,0.0001776682,0.9836691,0.00005399677,0.0001391121,0.0003376107,0.0001262241,0.0004731625,0.0008143209,0.0002151257,0.000421317,0.01134047],"study_design_scores_gemma":[0.0000392018,0.0006503627,0.9953113,0.00003436732,0.0001441738,0.00074745,0.0007892866,0.0008709852,0.0003410638,0.0004463764,0.0006108506,0.00001470399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973345,0.001296528,0.00008346592,0.0003045926,0.00002837876,0.000001750899,0.0001516897,0.000003873256,0.000795258],"genre_scores_gemma":[0.9991965,0.0002749443,0.00004366631,0.00004196197,0.000039828,0.000002086127,0.0001867916,0.000004169417,0.0002101154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434846,"threshold_uncertainty_score":0.01454705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084162707566164,"score_gpt":0.3820893121724228,"score_spread":0.3412476850967611,"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."}}