{"id":"W4231401906","doi":"10.1093/jcag/gwy009.331","title":"A331 QUALITY GAPS IN THE MANAGEMENT OF PATIENTS WITH ACUTE PANCREATITIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Acute pancreatitis; Gallstones; Pancreatitis; Emergency department; Audit; Emergency medicine; Psychological intervention; Retrospective cohort study; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01145922,0.0001404466,0.0004165624,0.001734556,0.0008325335,0.002095413,0.0007192097,0.0004804559,0.001698721],"category_scores_gemma":[0.05029566,0.0002222034,0.0005132725,0.005382352,0.0005782468,0.001378781,0.001845589,0.0006836196,0.0001567677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163047,"about_ca_system_score_gemma":0.008550408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856027,"about_ca_topic_score_gemma":0.02393087,"domain_scores_codex":[0.9864769,0.005607695,0.003527859,0.0006791073,0.00286327,0.0008450663],"domain_scores_gemma":[0.9352594,0.01499877,0.03360795,0.001791642,0.0101686,0.004173703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007463555,0.0001024909,0.9522421,0.0004358904,0.00007806164,0.0001419594,0.001131316,0.0001661199,0.00008662426,0.0003071858,0.003016714,0.04221703],"study_design_scores_gemma":[0.00001460137,0.0001525239,0.990754,0.0006537404,0.00004043305,0.0002227001,0.003043942,0.0005739552,0.00007985453,0.000414586,0.004035112,0.00001451091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571052,0.01411342,0.001633022,0.01735356,0.0002147442,0.0003110083,0.002112375,0.0000501049,0.007106529],"genre_scores_gemma":[0.992804,0.002680948,0.001927496,0.001281601,0.00009973038,0.0001008648,0.0009326373,0.000006443373,0.0001662354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856027,"threshold_uncertainty_score":0.06060284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007605724058909633,"score_gpt":0.250434384052179,"score_spread":0.2428286599932694,"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."}}