{"id":"W4392245391","doi":"10.14740/gr1671","title":"Fulminant Emphysematous Pancreatitis: Diagnosis Time Counts","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fulminant; Acute pancreatitis; Pancreatitis; Intensive care unit; Rare disease; Disease; Mortality rate; Emergency department; Intensive care medicine; Pediatrics; Internal medicine","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":[0.0005586162,0.000512721,0.0007149367,0.002658074,0.0004082935,0.001422995,0.0004774075,0.0006052526,0.001649324],"category_scores_gemma":[0.006395983,0.000177173,0.0001784405,0.001976551,0.0003062913,0.001106459,0.0007027421,0.001028341,0.0005327064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686485,"about_ca_system_score_gemma":0.0004234474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006448145,"about_ca_topic_score_gemma":0.0007226549,"domain_scores_codex":[0.9987118,0.0002627163,0.0002675277,0.0001566367,0.0004475706,0.0001538231],"domain_scores_gemma":[0.9966732,0.001296671,0.001114331,0.00009391995,0.0004711518,0.0003505948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009409435,0.0001845877,0.8515807,0.0002603638,0.00004929284,0.01812494,0.000863097,0.00114015,0.009896989,0.001978293,0.002525744,0.112455],"study_design_scores_gemma":[0.0001024278,0.00166586,0.7526811,0.0002677763,0.0002078383,0.1634427,0.002343724,0.02067991,0.02024674,0.004995551,0.03321093,0.0001554653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446031,0.01308222,0.02388556,0.002554089,0.0003798962,0.0002582264,0.001260865,0.0002286276,0.01374741],"genre_scores_gemma":[0.982907,0.002762043,0.0112535,0.0002295663,0.0006505768,0.00008881805,0.0009964525,0.00004582289,0.001066238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658074,"threshold_uncertainty_score":0.005517542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791411922963332,"score_gpt":0.3676768664171021,"score_spread":0.3297627471874687,"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."}}