{"id":"W2735134631","doi":"10.1056/nejm-jw.na44557","title":"Updated Guideline for the Management of Dyspepsia","year":2017,"lang":"en","type":"article","venue":"Journal watch","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Intensive care medicine; Pathology","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":[0.001868768,0.001524397,0.003139647,0.003478832,0.0005674717,0.001591313,0.003200698,0.004596614,0.008678799],"category_scores_gemma":[0.008567881,0.000709428,0.003928445,0.002436457,0.0005651914,0.00107394,0.0008931197,0.006814841,0.006509732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246075,"about_ca_system_score_gemma":0.005268461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459896,"about_ca_topic_score_gemma":0.05227517,"domain_scores_codex":[0.9969426,0.0008304542,0.0007481915,0.0001330436,0.001138903,0.000206764],"domain_scores_gemma":[0.9936806,0.001227199,0.0009431473,0.00009923394,0.003617319,0.0004324855],"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":[0.0001502773,0.0002616859,0.001074549,0.002401905,0.0002381614,0.000599726,0.00007640904,0.000584574,0.0003928011,0.0008961412,0.8379953,0.1553284],"study_design_scores_gemma":[0.001722373,0.0003883208,0.02334628,0.02188718,0.001017727,0.00510027,0.0001674388,0.001318142,0.000387836,0.002682344,0.9418388,0.0001433483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.005131776,0.6148804,0.02510462,0.1479938,0.04271666,0.005640509,0.03660297,0.002872744,0.1190566],"genre_scores_gemma":[0.03275396,0.4445067,0.1658707,0.1585603,0.02097267,0.009913106,0.08031832,0.0006621999,0.08644198],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02459896,"threshold_uncertainty_score":0.04891157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430658615708692,"score_gpt":0.3386962378810764,"score_spread":0.3043896517239895,"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."}}