{"id":"W1992370540","doi":"10.1155/2013/305179","title":"New Insights into Pathogenesis, Diagnosis, and Treatment of Pancreatic Disorders","year":2013,"lang":"en","type":"article","venue":"Gastroenterology Research and Practice","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Pathogenesis; Intensive care medicine; Bioinformatics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002322849,0.0001543689,0.0003739216,0.0001804473,0.0001391649,0.00001622316,0.00004284618,0.0001027969,0.0001065044],"category_scores_gemma":[0.0004109204,0.0001134912,0.00003561622,0.000102216,0.0004118611,0.0002020052,0.00005754984,0.0001430397,0.00003425816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000438877,"about_ca_system_score_gemma":0.00007594051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301244,"about_ca_topic_score_gemma":0.0004834832,"domain_scores_codex":[0.9983272,0.0005870171,0.0002052029,0.0003347713,0.0001719495,0.0003738921],"domain_scores_gemma":[0.9980674,0.001134182,0.00007148607,0.0002533465,0.0001395857,0.0003339511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470442,0.0008531764,0.9442747,0.00003885486,0.0003431339,0.0001219641,0.0009573743,1.044591e-7,0.001691923,0.0001930353,0.0005523533,0.04950294],"study_design_scores_gemma":[0.003969816,0.02033029,0.9664634,0.00004278032,0.0002644832,0.0007008204,0.0004804186,0.000008080162,0.0003665747,0.00168055,0.005634466,0.00005825931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771993,0.0128398,0.000110443,0.008105678,0.00003079414,0.0007594709,0.000003064018,0.00001471783,0.0009367154],"genre_scores_gemma":[0.9446902,0.04810359,0.00626682,0.000203656,0.00005219907,0.0003457682,0.00001963549,0.00001230737,0.0003057874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04944468,"threshold_uncertainty_score":0.4628037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004347757050831,"score_gpt":0.3535571792831511,"score_spread":0.3135137017126428,"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."}}