{"id":"W4387592008","doi":"10.1016/j.pan.2023.06.509","title":"Acute pancreatitis: leave no stone unturned","year":2023,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Acute pancreatitis; Pancreatitis; General surgery; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.003897839,0.0009588164,0.002463646,0.001400232,0.004904298,0.005886432,0.001808903,0.01623154,0.008981498],"category_scores_gemma":[0.02149115,0.0005478123,0.001146858,0.0006472341,0.00859587,0.012289,0.005125744,0.01568249,0.008465293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473342,"about_ca_system_score_gemma":0.004092036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009486289,"about_ca_topic_score_gemma":0.002269377,"domain_scores_codex":[0.9971123,0.0007218463,0.0003712424,0.0003604589,0.0009955999,0.000438531],"domain_scores_gemma":[0.9907125,0.002050396,0.0006411638,0.001086394,0.002295698,0.003213885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001756804,0.0009079196,0.01290279,0.001434585,0.0002147869,0.02791611,0.001727691,0.000354214,0.004027048,0.06272943,0.5217662,0.3642624],"study_design_scores_gemma":[0.0004967833,0.0009912985,0.00767998,0.003936577,0.0002109417,0.04680679,0.005476872,0.0004429016,0.001948401,0.1931093,0.7384463,0.0004538832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01136366,0.05485565,0.005115215,0.8100995,0.0827905,0.0000392486,0.0001046181,0.0003673674,0.03526419],"genre_scores_gemma":[0.201598,0.06016809,0.009004417,0.3974961,0.2333596,0.00008162532,0.0002090531,0.0005094623,0.09757365],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01623154,"threshold_uncertainty_score":0.03004611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168392306254862,"score_gpt":0.2965469648915989,"score_spread":0.2797077342661127,"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."}}