{"id":"W4408039691","doi":"10.61409/a08240545","title":"Validity of the Pancreatic Cancer Registry in Southern Denmark","year":2025,"lang":"en","type":"article","venue":"Danish Medical Journal","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic cancer; Danish; Cancer registry; Cohort; Cancer; Pancreatitis; Internal medicine; Pancreas; Gastroenterology; General surgery","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":[0.01460793,0.0002688863,0.0006131276,0.005955756,0.001146538,0.003144624,0.001517281,0.0004705942,0.001189384],"category_scores_gemma":[0.0313622,0.0005448519,0.0006596316,0.009349626,0.0008152642,0.0007234556,0.003100885,0.0002810187,0.0002837803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606066,"about_ca_system_score_gemma":0.007494646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0918612,"about_ca_topic_score_gemma":0.04969415,"domain_scores_codex":[0.9769613,0.007285482,0.005239544,0.00349961,0.005998397,0.001015642],"domain_scores_gemma":[0.9597393,0.01215253,0.01698811,0.00416531,0.005732436,0.001222373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009647447,0.000009808736,0.9944867,0.0001890976,0.0001272049,0.0001128493,0.0008161468,0.0003573522,0.0001067196,0.0002960404,0.0007269196,0.002674675],"study_design_scores_gemma":[0.00001600057,0.00003546376,0.9880335,0.0002365282,0.00008474179,0.0003258475,0.001252888,0.0003838813,0.0002645716,0.0001158011,0.009230244,0.00002052626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670321,0.003201706,0.0007625855,0.0003000888,0.00006208749,0.0001651963,0.02314951,0.00003791874,0.005288654],"genre_scores_gemma":[0.979633,0.0006271091,0.0005210474,0.00007386255,0.00001459475,0.0001010894,0.01863817,0.00001255493,0.0003784612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0918612,"threshold_uncertainty_score":0.182653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809065187877705,"score_gpt":0.3796280502962989,"score_spread":0.3415373984175218,"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."}}