{"id":"W2914884808","doi":"10.1097/sga.0000000000000433","title":"NONINVASIVE DIAGNOSTIC TESTS FOR HELICOBACTER PYLORI INFECTION (REVIEW)","year":2019,"lang":"en","type":"review","venue":"Gastroenterology Nursing","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochrane Library; Medicine; Nursing; Health care; Systematic review; MEDLINE; Cochrane collaboration; Family medicine; Alternative medicine; Pathology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004895998,0.001349531,0.005593288,0.0006984696,0.0001992696,0.00002578729,0.0003260926,0.0009555939,0.00008867478],"category_scores_gemma":[0.001549468,0.00116876,0.001678078,0.0003872571,0.0004672936,0.0001594335,0.0001487173,0.001608124,0.0006933913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930191,"about_ca_system_score_gemma":0.0002811116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006839792,"about_ca_topic_score_gemma":0.00001952922,"domain_scores_codex":[0.9941676,0.0005092454,0.001761282,0.001494524,0.0003134786,0.001753921],"domain_scores_gemma":[0.9957874,0.001087158,0.001129783,0.001120245,0.0005016078,0.0003737445],"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":[0.0004475312,0.0009806434,0.01759296,0.1037661,0.004965473,0.0002400866,0.0001172309,0.000001360081,0.000003943929,0.000008864527,0.07032664,0.8015491],"study_design_scores_gemma":[0.002574519,0.004514044,0.003755726,0.1937771,0.02121394,0.006166205,0.000006915171,0.000003599031,0.000001243136,0.000008404013,0.7675375,0.0004408719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006094039,0.9847847,0.0007607661,0.002073764,0.004147391,0.006986214,0.0001934177,0.0002653275,0.0001789909],"genre_scores_gemma":[0.00004881481,0.9909779,0.0006047052,0.003615313,0.001098089,0.001642343,0.001375367,0.0002742409,0.0003632197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8011082,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05715044553238965,"score_gpt":0.3597508211833118,"score_spread":0.3026003756509221,"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."}}