{"id":"W6901755887","doi":"10.60692/pd33p-evx10","title":"Diagnosis of Helicobacter pylori Infection","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Helicobacter pylori; Helicobacter pylori infection; Gold standard (test); Disease; Endoscopy; Clinical Practice; Pathogenesis; Helicobacter; Gastrointestinal tract","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":[0.0005412488,0.0002911102,0.0005032037,0.001880613,0.0003224774,0.000571335,0.0003070248,0.0005144493,0.005778621],"category_scores_gemma":[0.001767366,0.0001000749,0.0002099586,0.0008810851,0.0003080642,0.0005583104,0.00050712,0.0004421911,0.001903846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329231,"about_ca_system_score_gemma":0.0004306254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787955,"about_ca_topic_score_gemma":0.001413262,"domain_scores_codex":[0.9995131,0.0001157133,0.0000751279,0.00005478232,0.0001756862,0.00006551629],"domain_scores_gemma":[0.9996425,0.00007160014,0.00008219053,0.00001639043,0.0001377378,0.00004956069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004887494,0.0002744602,0.4871698,0.003126919,0.00009747739,0.01105032,0.001367615,0.0001176872,0.014419,0.003237164,0.04692556,0.4317252],"study_design_scores_gemma":[0.00006519759,0.001051144,0.5576785,0.005368191,0.0003327892,0.07546736,0.003835679,0.000828402,0.008330346,0.004097699,0.3428557,0.00008915245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4050898,0.3806261,0.01314091,0.01427039,0.00408301,0.0007488342,0.004401017,0.000448221,0.1771917],"genre_scores_gemma":[0.8035448,0.1533433,0.0121649,0.003608603,0.001953413,0.0001547497,0.003339804,0.00003068701,0.02185969],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005778621,"threshold_uncertainty_score":0.0193314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828122243375752,"score_gpt":0.2295376407477995,"score_spread":0.201256418314042,"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."}}