{"id":"W2890416541","doi":"10.1200/jco.2017.35.15_suppl.e18038","title":"Timeliness of adjuvant chemotherapy in patients with resected pancreatic cancer.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada); University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Pancreatic cancer; Proportional hazards model; Chemotherapy; Cancer; Cohort; Colorectal cancer; Population; Oncology; Retrospective cohort study; Multivariate analysis; Logistic regression; Surgery; Gastroenterology","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":[0.0005884343,0.0001341185,0.0002039653,0.0005342364,0.0002348117,0.0003922358,0.000337287,0.0003076468,0.001791412],"category_scores_gemma":[0.003539369,0.0001461094,0.0003612501,0.001071016,0.0002394667,0.0004008825,0.0002865051,0.0005517319,0.0001614452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308944,"about_ca_system_score_gemma":0.0006462113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005197315,"about_ca_topic_score_gemma":0.008633797,"domain_scores_codex":[0.9997292,0.0000578941,0.00004026609,0.00005149866,0.00006718254,0.00005382672],"domain_scores_gemma":[0.9945933,0.001029651,0.003726638,0.0001274845,0.0002061232,0.0003168195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001353606,0.000008402233,0.9985464,0.000008898171,0.00001609213,0.00008218644,0.00001199236,0.00005334516,0.00006950357,0.00000629925,0.0000602746,0.001001234],"study_design_scores_gemma":[0.000009751001,0.00008888499,0.9983151,0.000009801038,0.0000268774,0.0007303953,0.00008124412,0.0003899709,0.00007124272,0.00003120257,0.0002428075,0.000002775976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984719,0.0006682222,0.0000689782,0.000102589,0.000007617513,0.000004638524,0.0003393109,0.0000032993,0.0003334164],"genre_scores_gemma":[0.9994778,0.0001311431,0.00005821556,0.00001618385,0.00001000555,0.000002834494,0.0002366784,0.000001538425,0.00006559737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005197315,"threshold_uncertainty_score":0.01033413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131502837306353,"score_gpt":0.5209140429233012,"score_spread":0.3894112056169483,"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."}}