{"id":"W2289767015","doi":"10.14740/wjon954w","title":"Pancreatic Carcinoma: the Disease that Kills","year":2016,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatoduodenal ligament; Epigastric pain; Radiology; Physical examination; Pancreas; Pancreatic tumor; Surgery; Pancreatic cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001081979,0.000123776,0.000650253,0.0002371206,0.00009938494,0.000007444136,0.0002391485,0.00006636922,0.001665388],"category_scores_gemma":[0.0007031519,0.00005129404,0.0002041888,0.0001898486,0.000449545,0.00007627964,0.00006056226,0.0003397777,0.0001135474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000370652,"about_ca_system_score_gemma":0.001328929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001175179,"about_ca_topic_score_gemma":0.00003310693,"domain_scores_codex":[0.9983665,0.0003256808,0.000445106,0.0001258543,0.0003853377,0.0003515571],"domain_scores_gemma":[0.997035,0.001662715,0.0003229968,0.0003031608,0.0002418355,0.0004343489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664672,0.0002989019,0.9278167,0.00002554472,0.0002291062,0.001924907,0.0001511415,2.392038e-7,0.0009807271,0.0009521063,0.03605409,0.02990183],"study_design_scores_gemma":[0.004356958,0.001317318,0.7981881,0.000167829,0.0007071681,0.001370837,0.0001089337,0.00001142664,0.0001139718,0.00114489,0.1924405,0.00007212241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889031,0.00244045,0.0004010584,0.08016363,0.0004650668,0.0003092884,0.000004217205,0.00001066112,0.02730251],"genre_scores_gemma":[0.9749432,0.000653448,0.0005722518,0.001598912,0.0006376306,0.0000119792,5.424089e-7,0.00001461647,0.02156741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563864,"threshold_uncertainty_score":0.9992473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722910530278134,"score_gpt":0.355819003810624,"score_spread":0.3085898985078427,"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."}}