{"id":"W4408220822","doi":"10.1016/j.sciaf.2025.e02628","title":"Impact of rs3077 (HLA-DPA1 gene) on chronic hepatitis B virus carriage in Cotonou","year":2025,"lang":"en","type":"article","venue":"Scientific African","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Carriage; Virology; Medicine; Gene; Biology; Genetics","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":[0.0005070441,0.0002113161,0.0005282834,0.0007014866,0.0001649526,0.00004047124,0.0002122819,0.00007739458,0.0003577787],"category_scores_gemma":[0.0003515507,0.0001788819,0.0002050627,0.001649277,0.0005163813,0.00006458938,0.0001230369,0.0002116443,0.0001129146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166407,"about_ca_system_score_gemma":0.000974952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02188076,"about_ca_topic_score_gemma":0.0395768,"domain_scores_codex":[0.9979691,0.00008237832,0.0004667062,0.0005438161,0.0004403128,0.0004976891],"domain_scores_gemma":[0.9987603,0.0001047687,0.0001207698,0.0007084412,0.0001773027,0.0001283559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001424675,0.0005028374,0.8676887,0.0001715678,0.0002211221,0.0001035902,0.002285066,0.00009586724,0.09737936,0.0004231823,0.01848629,0.01249992],"study_design_scores_gemma":[0.001416223,0.001019736,0.9515316,0.0004707592,0.00007733601,0.000004099356,0.00008301614,0.0005238174,0.03582828,0.0001783369,0.008633903,0.0002328192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762211,0.0007479038,0.000039628,0.0001960081,0.000796131,0.0005876104,0.0002429644,0.00004942673,0.02111925],"genre_scores_gemma":[0.994553,0.0001581643,0.0001311861,0.00005195601,0.00006006347,0.00004986688,0.00003476641,0.00001770124,0.004943314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08384294,"threshold_uncertainty_score":0.9846326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722762494822658,"score_gpt":0.3143315389595073,"score_spread":0.2971039140112807,"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."}}