{"id":"W2105256498","doi":"10.1136/gut.50.suppl_4.iv23","title":"Assessment of outcome in dyspepsia: has progress been made?","year":2002,"lang":"en","type":"review","venue":"Gut","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Outcome (game theory); Medicine; Intensive care medicine; Interpretation (philosophy); Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003307916,0.0004961268,0.003463798,0.000468148,0.00003439227,0.00001169049,0.0002539586,0.0005097495,0.0001067894],"category_scores_gemma":[0.00008302082,0.0003774168,0.0004096876,0.0003985453,0.0003120305,0.00004051115,0.0002077307,0.001143299,0.0001292962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277213,"about_ca_system_score_gemma":0.0001300555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001768238,"about_ca_topic_score_gemma":0.00001790826,"domain_scores_codex":[0.9970067,0.0001864799,0.001430584,0.0005020867,0.0003483744,0.0005258376],"domain_scores_gemma":[0.9985667,0.00006720336,0.0005321812,0.0006194178,0.0000972963,0.0001171294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009063023,0.0004948509,0.4600273,0.02145685,0.001564808,0.0004832076,0.0001050137,1.423367e-7,3.517626e-7,0.00003527082,0.001230882,0.5145923],"study_design_scores_gemma":[0.001178259,0.0004476686,0.146863,0.01634152,0.002101048,0.0001943344,0.00001267267,0.000003995518,1.027655e-7,0.000002783164,0.832635,0.0002196391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004619363,0.9952081,0.000007190557,0.0007775039,0.0003428149,0.001469315,0.00004273413,0.00005685057,0.001633553],"genre_scores_gemma":[0.001369997,0.9960573,0.0008003368,0.0001026687,0.0001561987,0.0002685528,0.00007846246,0.00007161743,0.001094864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8314041,"threshold_uncertainty_score":0.9998678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167591101884883,"score_gpt":0.3976331302954696,"score_spread":0.2808740201069813,"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."}}