{"id":"W4392744919","doi":"10.1093/braincomms/fcae088","title":"<i>Helicobacter pylori</i>, persistent infection burden and structural brain imaging markers","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; National Institutes of Health; University of Pennsylvania","keywords":"Helicobacter pylori; Medicine; Helicobacter pylori infection; Neuroimaging; Immunology; Internal medicine; Psychiatry","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":[0.0008975904,0.0001708866,0.0002263247,0.000429508,0.0001918551,0.0004860325,0.0002596621,0.0003733725,0.001809341],"category_scores_gemma":[0.003061387,0.0001491805,0.0002616933,0.0004925895,0.0003048085,0.0004125389,0.0003246593,0.0004327082,0.0001852302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437085,"about_ca_system_score_gemma":0.0001715351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265051,"about_ca_topic_score_gemma":0.004762673,"domain_scores_codex":[0.9997775,0.0000662848,0.00002772812,0.00005769279,0.00003530866,0.00003546065],"domain_scores_gemma":[0.9971541,0.0006289579,0.001443196,0.0002327493,0.0002278511,0.0003131289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002962926,0.00001912709,0.9980019,0.00001389984,0.000106958,0.00005165166,0.00003452431,0.00003579267,0.000401164,0.00001313177,0.0001064207,0.000919198],"study_design_scores_gemma":[0.000002563463,0.00007155439,0.9996052,0.000003532378,0.00001946005,0.00008155303,0.00002475289,0.00005942639,0.00006030158,0.00001378189,0.00005671891,0.00000108939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987767,0.0003250232,0.00008834217,0.00005784893,0.000005515391,0.000002816763,0.0004758988,0.000003120639,0.0002646786],"genre_scores_gemma":[0.999435,0.00004699156,0.00006424871,0.00001512471,0.000008878122,0.000002188517,0.0002987286,0.000001406761,0.0001272905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265051,"threshold_uncertainty_score":0.01046884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174689686858431,"score_gpt":0.295702903041188,"score_spread":0.2739560061726036,"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."}}