{"id":"W3111682667","doi":"10.1016/j.pan.2020.12.007","title":"Early- and late-onset pancreatic adenocarcinoma: A population-based comparative study","year":2020,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pancreatic cancer; Internal medicine; Incidence (geometry); Adenocarcinoma; Cancer; Cancer registry; Population; Epidemiology; Demographics; Proportional hazards model; Gastroenterology; Demography","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":[0.0009481352,0.0006852807,0.0009859805,0.001445754,0.001131531,0.001242479,0.0005993784,0.001278326,0.003009372],"category_scores_gemma":[0.002229215,0.0007924874,0.001192873,0.002094212,0.0007153159,0.001508026,0.00103287,0.001074768,0.0006240788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005170201,"about_ca_system_score_gemma":0.0003953695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005507059,"about_ca_topic_score_gemma":0.00599942,"domain_scores_codex":[0.9990374,0.0002843586,0.00008894786,0.0003224784,0.00009397194,0.0001729236],"domain_scores_gemma":[0.998812,0.0002940429,0.0002638421,0.0001517821,0.000153675,0.0003246648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009052184,0.0002728594,0.9963585,0.00001607588,0.0002300166,0.0003380385,0.0003987632,0.00001862528,0.000587029,0.00003014248,0.00004399685,0.0008008981],"study_design_scores_gemma":[0.000056258,0.0009838465,0.9960341,0.000006803417,0.0001893711,0.0008275867,0.001583732,0.00007339749,0.00004542063,0.00003683478,0.0001504316,0.00001225095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994296,0.0001270448,0.00005654197,0.00001297628,0.000003540721,0.000007038972,0.0001209944,0.00000126765,0.0002408638],"genre_scores_gemma":[0.999348,0.0001288316,0.00005471448,0.00003027332,0.0000126554,0.000009683677,0.0002425158,0.000002728892,0.0001705814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005507059,"threshold_uncertainty_score":0.01094997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825624942925367,"score_gpt":0.3561549910425829,"score_spread":0.2878987416133292,"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."}}