{"id":"W2078078928","doi":"10.7326/0003-4819-151-7-200910060-00014","title":"Redundant Data in the Meta-analysis on <i>Helicobacter pylori</i> Eradication","year":2009,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Helicobacter pylori; Meta-analysis; Family medicine; 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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3084208,0.003456784,0.01303911,0.007927949,0.002154846,0.008486772,0.006163314,0.008143564,0.006635698],"category_scores_gemma":[0.6354951,0.003377497,0.01892672,0.01299869,0.003430773,0.008077216,0.004584138,0.009010174,0.001009297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392181,"about_ca_system_score_gemma":0.00572095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319431,"about_ca_topic_score_gemma":0.008722398,"domain_scores_codex":[0.3932754,0.5476273,0.0343915,0.006584032,0.01659514,0.001526656],"domain_scores_gemma":[0.2547179,0.6796371,0.0313114,0.02026232,0.01298564,0.001085706],"domain_codex":"methods","domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02121633,0.0001576587,0.02297888,0.172369,0.3578322,0.002292929,0.001279009,0.004350846,0.0006486826,0.01416008,0.229878,0.1728364],"study_design_scores_gemma":[0.01814758,0.002462078,0.02932736,0.1976348,0.5046777,0.002364483,0.0009479107,0.01012706,0.001786447,0.1046866,0.1267222,0.001115753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006739367,0.8257483,0.01700899,0.1164962,0.02744513,0.0006968909,0.002496545,0.0002713544,0.003097228],"genre_scores_gemma":[0.3261577,0.2761925,0.05970673,0.2422845,0.08179078,0.005133979,0.003183801,0.0008744204,0.004675512],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9918565,"threshold_uncertainty_score":0.8528403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659083819235882,"score_gpt":0.3789971158799926,"score_spread":0.2130887339564044,"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."}}