{"id":"W2034138398","doi":"10.1097/00006676-200411000-00072","title":"IS HEMOCONCENTRATION A MARKER OF SEVERITY?","year":2004,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Hemoconcentration; Pancreatitis; Hematocrit; Acute pancreatitis; Medicine; Edema; Pancreas; Basal (medicine); Internal medicine; Pancreatic disease; Gastroenterology; Endocrinology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006184127,0.00007288233,0.0001937697,0.00002907148,0.00002455599,0.000001795563,0.00002128397,0.00005992463,0.0002492423],"category_scores_gemma":[0.00003454953,0.00006156473,0.00006303095,0.00007739376,0.00005597911,0.00003946951,0.000007968552,0.00005177667,0.00008278336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000468302,"about_ca_system_score_gemma":0.00007667192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527475,"about_ca_topic_score_gemma":0.000006633011,"domain_scores_codex":[0.999517,0.0000169723,0.0001263466,0.0001263944,0.00009729858,0.0001159858],"domain_scores_gemma":[0.9996691,0.00001526359,0.00004352734,0.0001686955,0.0000421865,0.00006126401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004568582,0.0006332124,0.9709864,0.00009380093,0.000285055,0.0003244308,0.0007957683,0.000002129837,0.01433738,0.004958865,0.0004417723,0.006684288],"study_design_scores_gemma":[0.002705669,0.0001998667,0.9264778,0.00009531184,0.0001966145,0.0003257853,0.00002914286,0.000007449416,0.06669261,0.002020682,0.001182704,0.00006631914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749759,0.0005527356,0.0002865074,0.0007711279,0.00004667281,0.0001959168,0.00001350513,0.00002826855,0.02312937],"genre_scores_gemma":[0.9953427,0.0001174773,0.003388563,0.0005095239,0.00003737459,0.00001658444,0.0000216353,0.000006389812,0.0005598005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05235523,"threshold_uncertainty_score":0.2729028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365953232427737,"score_gpt":0.2706719019554104,"score_spread":0.2570123696311331,"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."}}