{"id":"W4409347067","doi":"10.1093/jac/dkaf114","title":"<i>Helicobacter pylori</i> culture positivity and antimicrobial susceptibility profiles (Vancouver, Canada)","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Helicobacter pylori; Antimicrobial; Microbiology; Helicobacter Infections; Antibacterial agent; Medicine; Biology; Antibiotics; 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":[0.0003369716,0.0003264426,0.0002703103,0.001160731,0.001969921,0.0009174293,0.0007293549,0.0003980318,0.007235215],"category_scores_gemma":[0.001736299,0.0002782925,0.0002770014,0.002310236,0.000394547,0.0002156971,0.0006872611,0.0004881814,0.001044447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006348805,"about_ca_system_score_gemma":0.01075398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9444778,"about_ca_topic_score_gemma":0.9694533,"domain_scores_codex":[0.9995443,0.00003407706,0.00003991424,0.00006963278,0.0001696789,0.000142302],"domain_scores_gemma":[0.9979239,0.00009299232,0.0003235382,0.00004126978,0.001138058,0.0004802209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022818,0.00002862773,0.9932435,0.00005849889,0.0000270908,0.0003232941,0.0001532391,0.00004392711,0.000375176,0.00002746242,0.001584339,0.004032528],"study_design_scores_gemma":[0.000008353659,0.00003831822,0.9970624,0.00006974144,0.00001918298,0.0006744948,0.0004656792,0.0001020141,0.0001074312,0.00001492104,0.001431072,0.000006335927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813281,0.001859515,0.0001299594,0.0003617444,0.00002834841,0.00009989779,0.007099316,0.0000218225,0.009071529],"genre_scores_gemma":[0.9924499,0.0009460493,0.0003233499,0.0001393876,0.00001067676,0.00003248702,0.002718358,0.00001186798,0.00336801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0555222,"threshold_uncertainty_score":0.1116983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005812112461194006,"score_gpt":0.2366488371573966,"score_spread":0.2308367246962026,"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."}}