{"id":"W2023434416","doi":"10.1136/bmj.g3320","title":"Whom should we \"test and treat\" for Helicobacter pylori?","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Vaccination; Medicine; Socioeconomic status; Baseline (sea); Government (linguistics); Family medicine; Cohort; Test (biology); Odds ratio; Odds; Environmental health; Demography; Logistic regression; Immunology; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003653542,0.0003750642,0.001860689,0.0008767416,0.0008226893,0.0009310658,0.0006750852,0.003140194,0.01139112],"category_scores_gemma":[0.01174752,0.0002126257,0.002116166,0.0004624722,0.000680914,0.001614864,0.000447091,0.002492048,0.001947617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009737214,"about_ca_system_score_gemma":0.002122977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851953,"about_ca_topic_score_gemma":0.004906558,"domain_scores_codex":[0.997079,0.001844388,0.0002338252,0.0002821762,0.0003169955,0.0002436867],"domain_scores_gemma":[0.9967892,0.001059233,0.0008641497,0.0001712189,0.0003770926,0.0007391872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01449343,0.00176534,0.06342623,0.008679281,0.003167305,0.0009564821,0.0004238618,0.00097473,0.001200724,0.003052761,0.1486597,0.7532002],"study_design_scores_gemma":[0.04867972,0.02200369,0.3345751,0.06975871,0.01831402,0.006056921,0.004392603,0.01108805,0.006765934,0.05348175,0.4241753,0.000708355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1493837,0.300134,0.02728088,0.4407007,0.03531,0.006286164,0.003718743,0.0005896334,0.03659614],"genre_scores_gemma":[0.7071367,0.08326356,0.02301169,0.1443934,0.02207713,0.007214949,0.001568016,0.000168463,0.01116607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01139112,"threshold_uncertainty_score":0.03810716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993197968118829,"score_gpt":0.3118070983666939,"score_spread":0.2718751186855056,"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."}}