{"id":"W4387165718","doi":"10.1016/j.pan.2023.09.142","title":"No role for protease inhibitors as a mitigation strategy for postpancreatectomy acute pancreatitis (PPAP): Propensity score matching analysis","year":2023,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Propensity score matching; Acute pancreatitis; Internal medicine; Gastroenterology; Protease inhibitor (pharmacology); Pancreatitis; Surgery; Immunology; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273294,0.0006599177,0.001586315,0.0005583399,0.0004608822,0.002111745,0.001170878,0.001054846,0.004253569],"category_scores_gemma":[0.01985393,0.0003822423,0.00572648,0.0009866036,0.0005886363,0.001845743,0.0009653681,0.001698402,0.0004286301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279549,"about_ca_system_score_gemma":0.001643963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006873616,"about_ca_topic_score_gemma":0.001043167,"domain_scores_codex":[0.9914041,0.004816034,0.0009528666,0.001271981,0.0009557876,0.0005992188],"domain_scores_gemma":[0.9917614,0.003905023,0.00179561,0.001757957,0.0003536239,0.0004263562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1023237,0.0008343479,0.6008841,0.001521112,0.04219029,0.0004384315,0.000268748,0.005103772,0.003894135,0.006107926,0.004673827,0.2317594],"study_design_scores_gemma":[0.01047421,0.0273764,0.7320379,0.00121316,0.09234416,0.00171839,0.001084386,0.07284974,0.005487959,0.03135379,0.02379291,0.0002670074],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395377,0.01642204,0.03275513,0.00249943,0.001430013,0.0004463448,0.0008998841,0.0001100849,0.005899322],"genre_scores_gemma":[0.9952492,0.0007351896,0.002326869,0.0006066225,0.0002514312,0.00006162303,0.0002685189,0.00002290579,0.0004776412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273294,"threshold_uncertainty_score":0.067339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249305257090508,"score_gpt":0.296566077065111,"score_spread":0.2716355513560602,"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."}}