{"id":"W4303508551","doi":"10.4103/sjg.sjg_288_22","title":"Practice guidelines for the management of Helicobacter pylori infection: The Saudi H. pylori Working Group recommendations","year":2022,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Helicobacter pylori; Medicine; Metronidazole; Clarithromycin; Antibiotic resistance; Internal medicine; Family medicine; Antibiotics; Intensive care medicine; Microbiology","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":[],"consensus_categories":[],"category_scores_codex":[0.003159234,0.0002952309,0.0006733287,0.0002731549,0.0007034162,0.000023276,0.0005009387,0.00007220305,0.0001396384],"category_scores_gemma":[0.000515911,0.0001862531,0.0004525297,0.0003910899,0.0002890033,0.0001808501,0.0005094045,0.001087664,0.000003425665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310642,"about_ca_system_score_gemma":0.00004805619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002133856,"about_ca_topic_score_gemma":0.00005377181,"domain_scores_codex":[0.9964215,0.0005571764,0.001618734,0.0002939457,0.0005131955,0.0005954416],"domain_scores_gemma":[0.9953947,0.0006250421,0.001733808,0.0005188351,0.001622018,0.0001055976],"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":[0.04191046,0.002724254,0.5502227,0.0004280411,0.03618391,0.000382606,0.003090756,0.00293319,0.001142537,0.001155799,0.2948203,0.06500547],"study_design_scores_gemma":[0.00850701,0.01149717,0.1266246,0.0002993415,0.004274224,0.006977304,0.005334494,0.0001633572,0.00003498942,0.000186404,0.8359547,0.0001464125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3455656,0.002262261,0.03128438,0.6108932,0.007877423,0.001692304,0.00005516128,0.0000514237,0.0003182162],"genre_scores_gemma":[0.9311067,0.007341005,0.02245831,0.03611138,0.002023764,0.0004696304,0.00004352012,0.00009547597,0.0003502179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5855411,"threshold_uncertainty_score":0.759518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038500420567453,"score_gpt":0.3415992057117881,"score_spread":0.2812142015061136,"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."}}