{"id":"W7084099726","doi":"10.6084/m9.figshare.c.8038759","title":"The association between H. pylori infection and cognitive deterioration: a systematic review and meta-analysis","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Cognitive decline; Odds ratio; Helicobacter pylori; Association (psychology); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01123418,0.002951511,0.02123718,0.007258735,0.0007684042,0.003543052,0.002434942,0.002434548,0.003818755],"category_scores_gemma":[0.02682422,0.001651598,0.03783805,0.007422244,0.0007880496,0.001869159,0.001428702,0.002017791,0.0002699044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039939,"about_ca_system_score_gemma":0.003956296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008449789,"about_ca_topic_score_gemma":0.0169296,"domain_scores_codex":[0.992596,0.003559964,0.001974218,0.0007429458,0.0008381404,0.000288905],"domain_scores_gemma":[0.9835148,0.01223692,0.002380773,0.0004134388,0.001226245,0.0002278957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001489628,0.00003013173,0.003379197,0.4568716,0.5284181,0.0001446818,0.00006449194,0.0005218778,0.0001649387,0.0000935063,0.0005269055,0.008295007],"study_design_scores_gemma":[0.0004502633,0.0001618064,0.003225025,0.02934644,0.9652765,0.00009911109,0.00003166008,0.0001961045,0.00008135762,0.0001407539,0.0009699811,0.00002106381],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003648728,0.995041,0.0003136104,0.0001470741,0.0001086638,0.0002383821,0.0003464284,0.0000175912,0.0001385601],"genre_scores_gemma":[0.1348865,0.8599892,0.001932793,0.0007224405,0.0002826378,0.001206138,0.0006891029,0.00002161364,0.0002695645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9787628,"threshold_uncertainty_score":0.05941272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746105538212012,"score_gpt":0.2893770061440752,"score_spread":0.2419159507619551,"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."}}