{"id":"W2033731121","doi":"10.1097/01.nurse.0000484959.78110.98","title":"Understanding acute pancreatitis","year":2016,"lang":"en","type":"article","venue":"Nursing","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"","keywords":"Acute pancreatitis; Medicine; Pancreatitis; Intensive care medicine; General surgery; Gastroenterology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004066803,0.00007751961,0.0001520962,0.00005323497,0.0000833304,0.000004499616,0.00001971307,0.00006031003,0.0001941505],"category_scores_gemma":[0.00001786269,0.00004823997,0.0000462498,0.00005631813,0.0001110383,0.00005723115,0.000003829505,0.00004027543,0.0001299505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884437,"about_ca_system_score_gemma":0.00002918091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002351278,"about_ca_topic_score_gemma":0.000001099605,"domain_scores_codex":[0.9994844,0.00001863412,0.00008180893,0.0001473992,0.0000835067,0.000184289],"domain_scores_gemma":[0.9996974,0.0000454721,0.00002360706,0.0001436854,0.00001350936,0.00007628585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000571575,0.0005070762,0.6342072,0.00002393364,0.0007307633,0.004389041,0.001068426,2.085197e-7,0.1047071,0.09382861,0.01063625,0.1493298],"study_design_scores_gemma":[0.01508602,0.001981393,0.822912,0.005536646,0.002532177,0.01137327,0.0004365027,0.00002772896,0.07880151,0.05761851,0.003062859,0.0006313892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7278757,0.0003328818,0.05029674,0.006952454,0.0004372248,0.0002364897,0.00001765674,0.0002072438,0.2136436],"genre_scores_gemma":[0.995361,0.0001145706,0.001767395,0.0001501812,0.00008352002,0.000006497718,0.000004944031,0.00001163913,0.002500213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674853,"threshold_uncertainty_score":0.2125812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819868076097437,"score_gpt":0.3219828588288189,"score_spread":0.2399960512190752,"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."}}