{"id":"W4407285914","doi":"10.1093/jcag/gwae059.128","title":"A128 ANTIBIOTIC RESISTANCE DOES NOT FULLY EXPLAIN <i>HELICOBACTER PYLORI</i> TREATMENT FAILURES","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Alberta","funders":"","keywords":"Helicobacter pylori; Antibiotics; Antibiotic resistance; Microbiology; Resistance (ecology); Medicine; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001481021,0.0003627508,0.0005455738,0.0009790289,0.0004903208,0.0007371988,0.0005574299,0.0006748632,0.003989505],"category_scores_gemma":[0.007251118,0.0002377239,0.0005431797,0.0005778391,0.0009707998,0.0006292072,0.0005125766,0.0006160047,0.0006235113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551831,"about_ca_system_score_gemma":0.0006348693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0068059,"about_ca_topic_score_gemma":0.005425757,"domain_scores_codex":[0.998042,0.0004703833,0.0002801355,0.000332719,0.0004568713,0.0004178245],"domain_scores_gemma":[0.9918656,0.002279657,0.003894648,0.0007127568,0.0008056898,0.0004416694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209468,0.00003121345,0.9908329,0.00006025497,0.00005522029,0.0004089401,0.00008386486,0.00004806452,0.0005351297,0.00003820525,0.0003797779,0.007317078],"study_design_scores_gemma":[0.00001325396,0.0001874165,0.9922333,0.000121568,0.0001204653,0.004814391,0.0004323173,0.0006708739,0.0005220855,0.0001286814,0.0007494183,0.000006275108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919471,0.002849874,0.0006492904,0.0005830251,0.00003127906,0.00003194173,0.0002858059,0.000028365,0.003593288],"genre_scores_gemma":[0.9995029,0.0001536608,0.0000749165,0.00008671259,0.00002567533,0.000002870917,0.00007875726,0.000003969426,0.00007051197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0068059,"threshold_uncertainty_score":0.01353258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832036172471358,"score_gpt":0.2345054965048156,"score_spread":0.226185134780102,"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."}}