{"id":"W1859131501","doi":"10.1148/radiol.2015150731","title":"Severe Acute Pancreatitis: Is Organ Failure Enough?","year":2015,"lang":"en","type":"letter","venue":"Radiology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Pancreatitis; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001303515,0.0005993865,0.001620763,0.0002158553,0.0000988649,0.00001124733,0.0002245114,0.002849997,0.001854958],"category_scores_gemma":[0.00007505523,0.0004915262,0.0002549186,0.0001526618,0.0003245275,0.00005047297,0.00007542987,0.00203697,0.002217303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344862,"about_ca_system_score_gemma":0.0005163776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006794107,"about_ca_topic_score_gemma":0.00001366031,"domain_scores_codex":[0.9974725,0.0002762442,0.0003945137,0.0008404794,0.0002520537,0.0007642481],"domain_scores_gemma":[0.9983418,0.0001352343,0.0002044975,0.0009538764,0.0001755384,0.0001890577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007015123,0.00004297352,0.01036008,0.00007703874,0.001896147,0.04210368,0.0002697452,7.462116e-8,0.00005797964,0.00005202487,0.9445956,0.0004745468],"study_design_scores_gemma":[0.002390697,0.0009809135,0.002117016,0.0001035578,0.002266469,0.07158704,0.00001611628,0.00000116813,0.000111597,0.0005056345,0.919506,0.0004137975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01783735,0.004695531,0.00003675116,0.941413,0.001167565,0.0009939412,0.001111013,0.0003454562,0.03239933],"genre_scores_gemma":[0.009301409,0.001295491,0.002705083,0.9098017,0.007112074,0.0002024489,0.006846467,0.0001584844,0.06257682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03161134,"threshold_uncertainty_score":0.9997537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500899089906038,"score_gpt":0.2610348394425532,"score_spread":0.2460258485434929,"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."}}