{"id":"W4382726280","doi":"10.14740/jocmr4906","title":"Preoperative Risk Factors in Patients With Pancreatic Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Pancreatic cancer; Odds ratio; Confidence interval; Medical record; Cancer; Internal medicine; Retrospective cohort study; Logistic regression; Risk factor; Body mass index; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209289,0.0002297539,0.0003105507,0.0007103541,0.0004068449,0.0004729985,0.0002116566,0.0003194411,0.001566723],"category_scores_gemma":[0.002362965,0.0001767896,0.0002771206,0.001549759,0.0002304368,0.0003976964,0.0002960934,0.0006267802,0.0001568218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222406,"about_ca_system_score_gemma":0.000446572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109607,"about_ca_topic_score_gemma":0.002013046,"domain_scores_codex":[0.9997221,0.00004956681,0.00005043066,0.00004268356,0.00008136002,0.00005384584],"domain_scores_gemma":[0.9984811,0.0003241214,0.0007759087,0.00005255466,0.00009586065,0.0002704943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002263317,0.000009043858,0.9992055,0.000007599534,0.000009100353,0.0000996458,0.00001977298,0.00001553333,0.00002667297,0.000004906872,0.00006166161,0.0005178732],"study_design_scores_gemma":[0.000003241554,0.00004985646,0.9982374,0.00001438679,0.0000233753,0.001150644,0.0001489545,0.0001065668,0.00003512151,0.00002431949,0.0002021854,0.000003908331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971725,0.001470198,0.00008219194,0.0001434609,0.00001966294,0.000009966489,0.0003454597,0.000007776609,0.0007488227],"genre_scores_gemma":[0.9991509,0.0003785322,0.00006766307,0.00002946374,0.00001989782,0.000008167216,0.0002964592,0.000001314831,0.00004759166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002109607,"threshold_uncertainty_score":0.005241275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2430556110331952,"score_gpt":0.5692707297476371,"score_spread":0.3262151187144419,"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."}}