{"id":"W4395699606","doi":"10.30574/wjarr.2024.22.1.1224","title":"Biochemical changes associated with H. pylori infection in humans","year":2024,"lang":"en","type":"article","venue":"World Journal of Advanced Research and Reviews","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Medicine; Gastroenterology; Physiology; Microbiology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761633,0.0001163093,0.0004884034,0.0007497392,0.00006100646,0.00002171261,0.00004996432,0.00005032563,0.00001897718],"category_scores_gemma":[0.0005881889,0.00006717553,0.00005394265,0.00103266,0.0002279741,0.0001069486,0.00003928213,0.001261053,0.000006674341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624101,"about_ca_system_score_gemma":0.00005515647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004889451,"about_ca_topic_score_gemma":0.0005416822,"domain_scores_codex":[0.9986187,0.0002024637,0.0003869162,0.0001695021,0.0002895626,0.0003328374],"domain_scores_gemma":[0.9992208,0.0001627492,0.00009325014,0.00009492817,0.0002809692,0.0001472376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003218158,0.001231276,0.6110587,0.002591714,0.001729767,0.003497825,0.002384964,0.00001160466,0.06601819,0.0002819109,0.03700097,0.270975],"study_design_scores_gemma":[0.004328007,0.007964894,0.293461,0.02502251,0.0002017556,0.0005894876,0.0001600022,0.00001642467,0.00197311,0.0003585909,0.6657028,0.0002214344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780946,0.1126936,0.00002492695,0.008181748,0.0001757569,0.0003865652,0.000001456984,0.00001429352,0.0004270604],"genre_scores_gemma":[0.7306427,0.2660229,0.0005520222,0.0002303554,0.0003989562,0.00003682108,0.000005961923,0.00002839397,0.002081943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6287018,"threshold_uncertainty_score":0.5478716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06889508031271974,"score_gpt":0.3902907471919559,"score_spread":0.3213956668792362,"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."}}