{"id":"W4403611926","doi":"10.35629/076x-11090711","title":"Spatiotemporal Trends in Human Immunodeficiency Virus Epidemics in Nigeria: A Systematic Review Protocol","year":2024,"lang":"en","type":"review","venue":"Journal of medical and dental science research.","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Human immunodeficiency virus (HIV); Protocol (science); Medicine; Pathology; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.08649608,0.00566642,0.01750146,0.01661467,0.005327425,0.007174395,0.005516615,0.007590843,0.07817248],"category_scores_gemma":[0.0811875,0.006054947,0.01402928,0.01189334,0.005305965,0.00902877,0.004718998,0.007005537,0.0095396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01511437,"about_ca_system_score_gemma":0.07782289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006575597,"about_ca_topic_score_gemma":0.01453827,"domain_scores_codex":[0.960515,0.01496373,0.01334722,0.003559388,0.005482931,0.002131704],"domain_scores_gemma":[0.9525664,0.01678401,0.008698042,0.004239458,0.014823,0.002889119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006957111,0.000713675,0.00136236,0.8913069,0.002236602,0.001119838,0.004287523,0.001382058,0.001809097,0.005878875,0.02783451,0.05511148],"study_design_scores_gemma":[0.03320959,0.003804689,0.01189398,0.7045183,0.01091785,0.001322544,0.005736275,0.002004114,0.003004624,0.0144232,0.208363,0.0008017789],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000333478,0.001262934,0.0009610936,0.0002398148,0.0001188178,0.9945827,0.00216757,0.00004510672,0.0002885343],"genre_scores_gemma":[0.0004097445,0.000855903,0.00210306,0.0001509298,0.0000216636,0.9958332,0.0004148323,0.000005441018,0.0002052388],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08649608,"threshold_uncertainty_score":0.4574404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722363252379824,"score_gpt":0.5016356690306986,"score_spread":0.3293993437927162,"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."}}