{"id":"W2089271220","doi":"10.3747/co.20.1672","title":"Provincial rates and time trends in pancreatic cancer outcomes","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer; Oncology; Internal medicine; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007289495,0.0001443274,0.0002642454,0.001623516,0.0006288622,0.0008995089,0.0005686149,0.0002118272,0.005213536],"category_scores_gemma":[0.007719688,0.0002454914,0.0008467307,0.005743697,0.0002839814,0.0004475543,0.0007582942,0.0007227014,0.0006286627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006670799,"about_ca_system_score_gemma":0.008870094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9298452,"about_ca_topic_score_gemma":0.9389603,"domain_scores_codex":[0.9991763,0.00009051941,0.00009062496,0.0001034993,0.0002660143,0.0002730206],"domain_scores_gemma":[0.994107,0.0004652059,0.001238725,0.0002695411,0.003425326,0.000494141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002679185,0.00002186081,0.9758044,0.0001244116,0.0001423764,0.0000453653,0.0003332238,0.001532788,0.0001610791,0.001158901,0.009519774,0.01088785],"study_design_scores_gemma":[0.00001604132,0.00002414342,0.9944686,0.00003244675,0.00004687471,0.00007799198,0.0003692219,0.00150415,0.0001246535,0.0001796547,0.003142681,0.00001369201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739927,0.001975535,0.0009183285,0.002062402,0.00007781824,0.00005086245,0.09946565,0.0002956039,0.02116106],"genre_scores_gemma":[0.976213,0.0008457539,0.0004233501,0.00007586065,0.00001333826,0.00002016366,0.01999735,0.00003956398,0.002371526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07015479,"threshold_uncertainty_score":0.1411358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09524789432542059,"score_gpt":0.4582879512788942,"score_spread":0.3630400569534736,"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."}}