{"id":"W4399734186","doi":"10.1186/s12876-024-03293-w","title":"Physician perspectives of Helicobacter pylori diagnostic and treatment practices in Canada: results of a Canadian survey","year":2024,"lang":"en","type":"article","venue":"BMC Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; University of Ottawa; Manitoba Health; Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Medicine; Helicobacter pylori; Family medicine; Internal medicine; Hepatology; Antibiotic resistance; Peptic; Antibiotics; Peptic ulcer","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":[0.00137248,0.0002594136,0.0003258077,0.001482818,0.003176135,0.001182354,0.0008831772,0.0005771995,0.002195793],"category_scores_gemma":[0.005428751,0.0003598927,0.0005040882,0.003850347,0.0007646617,0.0004253851,0.0009286818,0.0007080694,0.0001854141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03716251,"about_ca_system_score_gemma":0.03959797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953406,"about_ca_topic_score_gemma":0.9962191,"domain_scores_codex":[0.9978229,0.0002005193,0.0001349091,0.0001841255,0.00114196,0.0005156954],"domain_scores_gemma":[0.9924292,0.0006201782,0.001271063,0.00009090571,0.003635192,0.001953376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009800216,0.00006223779,0.9814191,0.0001265949,0.00004441876,0.0001253562,0.006421079,0.00009273209,0.0002174692,0.00007937039,0.003044603,0.008269012],"study_design_scores_gemma":[0.00001141445,0.00003638133,0.992322,0.00005796718,0.00001733672,0.00005953213,0.005596106,0.0002380958,0.00004913108,0.00001028726,0.001585663,0.0000161311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902647,0.00100796,0.0000934646,0.001774112,0.00002160416,0.00007451705,0.00303588,0.00001244858,0.003715314],"genre_scores_gemma":[0.9972951,0.0007536596,0.000216773,0.0003581099,0.000008428357,0.00002219687,0.0007571537,0.000004132276,0.0005845005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716251,"threshold_uncertainty_score":0.2696341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037407844150113,"score_gpt":0.2776606171087002,"score_spread":0.2402527729585872,"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."}}