{"id":"W3113094483","doi":"10.1136/bmjopen-2020-040200","title":"Study protocol for resolution of organ injury in acute pancreatitis (RESORP): an observational prospective cohort study","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Cohort; Prospective cohort study; Acute pancreatitis; Cohort study; Internal medicine; Incidence (geometry); Population; Diabetes mellitus; Pancreatitis; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0295392,0.002909919,0.003383282,0.002339439,0.002324272,0.002916256,0.003162297,0.003350296,0.03677779],"category_scores_gemma":[0.03002468,0.002047117,0.003039183,0.003988028,0.001528082,0.002056873,0.002272802,0.003082169,0.01109222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681762,"about_ca_system_score_gemma":0.0107386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148154,"about_ca_topic_score_gemma":0.005133052,"domain_scores_codex":[0.9800874,0.009771912,0.004206111,0.002868003,0.001954551,0.001112133],"domain_scores_gemma":[0.9823719,0.002756232,0.003341912,0.004307923,0.00541835,0.001803712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2055096,0.008969864,0.1416708,0.07633721,0.007248178,0.003969262,0.006545454,0.00528336,0.009226643,0.02148668,0.4179893,0.09576369],"study_design_scores_gemma":[0.1299375,0.02063468,0.3023276,0.03052782,0.0034518,0.001757534,0.002977342,0.00789599,0.002373508,0.009814702,0.4875361,0.0007654056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008201065,0.0009203401,0.008918482,0.0007074878,0.0009345093,0.9401025,0.03668692,0.0001863836,0.003342339],"genre_scores_gemma":[0.008930606,0.0002450315,0.006073489,0.000441169,0.0001163503,0.9764292,0.006631244,0.0000253865,0.001107556],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03677779,"threshold_uncertainty_score":0.1562201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670192116328648,"score_gpt":0.4727808193539321,"score_spread":0.3057616077210674,"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."}}