{"id":"W2887164775","doi":"10.1002/jso.25060","title":"Initiation of adjuvant therapy following surgical resection of pancreatic ductal adenocarcinoma (PDAC): Are patients from rural, remote areas disadvantaged?","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada); Ottawa Hospital","funders":"","keywords":"Medicine; Disadvantaged; Pancreatic cancer; Multivariate analysis; Logistic regression; Internal medicine; Pancreatic ductal adenocarcinoma; Pancreatectomy; Rural area; Residence; Oncology; Proportional hazards model; Hazard ratio; Cancer; Demography; Pancreas; Pathology","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":[0.0003603339,0.0001212438,0.0002079854,0.0003464739,0.0002621491,0.0005322331,0.0002520406,0.0003341145,0.001405911],"category_scores_gemma":[0.002383739,0.0001015063,0.0002867999,0.0007151803,0.0002191429,0.0004259027,0.0003323219,0.000385812,0.0001814252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124958,"about_ca_system_score_gemma":0.0002142813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002246743,"about_ca_topic_score_gemma":0.003602377,"domain_scores_codex":[0.9997696,0.00007485777,0.00001989655,0.00004166364,0.00004379172,0.00005022489],"domain_scores_gemma":[0.9990243,0.0001834818,0.0005350281,0.00003446541,0.00005461518,0.0001680631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008257225,0.00001924009,0.997486,0.00000905835,0.00002043236,0.00006126975,0.00006057817,0.00002273671,0.00007821087,0.000009553821,0.00006829589,0.002082129],"study_design_scores_gemma":[0.000004134062,0.00007234303,0.9989017,0.00001169447,0.00002732074,0.0002464967,0.0003638417,0.000113977,0.00002834854,0.00003818042,0.0001895844,0.000002459831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989493,0.0004237715,0.00003606524,0.0001626914,0.000005133964,0.000002420665,0.0001025438,0.000001020969,0.0003170164],"genre_scores_gemma":[0.9995603,0.0002229968,0.00002494517,0.00002634014,0.00001154994,0.000001727449,0.00009589931,5.985239e-7,0.00005567381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002246743,"threshold_uncertainty_score":0.004703283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779372554511918,"score_gpt":0.3638839531552692,"score_spread":0.32609022761015,"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."}}