{"id":"W4309515420","doi":"10.1097/mpa.0000000000002105","title":"Clinical Trials in Pancreatitis: Opportunities and Challenges in the Design and Conduct of Patient-Focused Clinical Trials in Recurrent Acute and Chronic Pancreatitis","year":2022,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Pancreatitis; Clinical trial; Medicine; Acute pancreatitis; Intensive care medicine; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.8944522,0.002723882,0.007200094,0.004549252,0.009204281,0.03375672,0.01097093,0.02188132,0.006631513],"category_scores_gemma":[0.8171985,0.00361344,0.005393951,0.005553379,0.0225304,0.02791904,0.01928876,0.03759111,0.002121331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422554,"about_ca_system_score_gemma":0.1255889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411472,"about_ca_topic_score_gemma":0.005894368,"domain_scores_codex":[0.05494972,0.8985771,0.02887137,0.003136878,0.01211582,0.00234907],"domain_scores_gemma":[0.04852902,0.8336691,0.02666625,0.03214316,0.04314868,0.01584394],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007683461,0.003038825,0.008959395,0.04328618,0.003923098,0.0008579906,0.03306196,0.00556454,0.002087179,0.1432393,0.11414,0.634158],"study_design_scores_gemma":[0.02223029,0.01567808,0.01178139,0.1283931,0.00264039,0.001031771,0.02697962,0.009034969,0.002700235,0.3033073,0.4750767,0.001146148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007220033,0.05761224,0.09368435,0.7622648,0.01806919,0.04874397,0.0003798468,0.0004283345,0.01159727],"genre_scores_gemma":[0.09507399,0.01955368,0.5071734,0.2070906,0.01167764,0.1573887,0.0003182956,0.0003534844,0.001370304],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8944522,"threshold_uncertainty_score":0.1301594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5083890035111966,"score_gpt":0.4619785967245552,"score_spread":0.04641040678664149,"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."}}