{"id":"W2987363528","doi":"10.1136/bmjopen-2018-027451","title":"Methods for the early detection of drug-induced pancreatitis: a systematic review of the literature","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Discontinuation; Pancreatitis; Cochrane Library; Systematic review; Acute pancreatitis; MEDLINE; Observational study; Clinical trial; Subclinical infection; Internal medicine; Intensive care medicine; Meta-analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003036614,0.0003078858,0.004211763,0.00005930545,0.00007258487,0.00002105914,0.0006041071,0.0002438458,0.00001346666],"category_scores_gemma":[0.001586993,0.0001253369,0.001025707,0.0004005146,0.00004767403,0.00005260865,0.0001964395,0.0002785668,0.0000137059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007210441,"about_ca_system_score_gemma":0.000401192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005725525,"about_ca_topic_score_gemma":0.00000819674,"domain_scores_codex":[0.9964436,0.001827585,0.001105264,0.0002847136,0.0001886102,0.0001502065],"domain_scores_gemma":[0.9950321,0.001481251,0.001594508,0.001627913,0.0002310885,0.00003315779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000203419,0.0000346183,0.000005618117,0.9158764,0.001070047,0.000004836861,0.0001168288,4.106865e-9,0.00000476379,0.0001010343,0.00008470863,0.08268082],"study_design_scores_gemma":[0.0004582419,0.0002049719,0.00005711207,0.9516476,0.02520823,0.0005403896,0.00001302537,7.70105e-7,0.00008286127,0.00002720036,0.02164638,0.0001131732],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003292692,0.9292734,0.0001093536,0.00007929358,0.0002943775,0.06922431,0.0001016943,0.000006931299,0.0009073091],"genre_scores_gemma":[0.00003084361,0.9782261,0.001474782,0.0001512118,0.00005571943,0.01727615,0.00004088229,0.00003626596,0.002707999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08256765,"threshold_uncertainty_score":0.511109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216650081250549,"score_gpt":0.4870027736827458,"score_spread":0.3653377655576909,"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."}}