{"id":"W1976671309","doi":"10.1186/s13054-014-0575-0","title":"Circulating cytokines in predicting development of severe acute pancreatitis","year":2014,"lang":"en","type":"letter","venue":"Critical Care","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Acute pancreatitis; Intensive care medicine; Sepsis; Disease; Clinical trial; Pancreatitis; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.000102603,0.00032348,0.0009214366,0.0001737208,0.00008770535,0.000009951201,0.00009441484,0.0008262208,0.00009999913],"category_scores_gemma":[0.0004778321,0.000296763,0.0001427896,0.0001176992,0.000173842,0.0000380702,0.00006479058,0.001009219,0.00002429198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240481,"about_ca_system_score_gemma":0.0002565203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002862153,"about_ca_topic_score_gemma":0.00001742153,"domain_scores_codex":[0.9980307,0.0001118533,0.0005827934,0.0004753597,0.0003441429,0.0004551696],"domain_scores_gemma":[0.9988335,0.000406411,0.00008618733,0.0003434952,0.000246888,0.0000834882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009200177,0.0001432834,0.8909034,0.01056547,0.0006360359,0.05889521,0.005004779,0.000002961112,0.0003384173,0.000224245,0.02270374,0.01049045],"study_design_scores_gemma":[0.01270045,0.002241333,0.7523857,0.02728214,0.008800126,0.02661545,0.002596467,0.0001262474,0.007668387,0.001031422,0.1552766,0.003275671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334616,0.003800629,0.0005205304,0.1139242,0.0008053805,0.001429126,0.0004616072,0.0002660408,0.04533093],"genre_scores_gemma":[0.9333494,0.00001415487,0.007941642,0.05623457,0.0008795335,0.0001230337,0.001240222,0.00005615555,0.0001613092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1385176,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778654408247527,"score_gpt":0.3093667988887223,"score_spread":0.281580254806247,"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."}}