{"id":"W2807174494","doi":"10.1002/jia2.25142","title":"Optimal timing of <scp>HIV</scp> home‐based counselling and testing rounds in Western Kenya","year":2018,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council; National Institutes of Health","keywords":"Medicine; Linkage (software); Human immunodeficiency virus (HIV); Health care; Family medicine; Environmental health; Economic growth","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":[0.001439392,0.0007283554,0.0004291692,0.000389798,0.0005758214,0.0008993972,0.001145958,0.001163609,0.004281368],"category_scores_gemma":[0.003881112,0.000544393,0.0006792701,0.0003361188,0.0007575391,0.001021701,0.0006989118,0.0008116277,0.000239582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005448086,"about_ca_system_score_gemma":0.004165204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1423426,"about_ca_topic_score_gemma":0.1236569,"domain_scores_codex":[0.9994579,0.0002661375,0.00001391522,0.00005267304,0.00002427733,0.0001850987],"domain_scores_gemma":[0.9983841,0.0009158095,0.0003476116,0.00003048188,0.0001237122,0.000198264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007401277,0.0005047009,0.02856891,0.0001682991,0.0001122987,0.0003470065,0.0001420131,0.9574801,0.0006691555,0.003682013,0.001185378,0.006399868],"study_design_scores_gemma":[0.0008115867,0.001453894,0.02612808,0.0001747343,0.000219918,0.0001073725,0.0007928294,0.9651164,0.0009867797,0.002614397,0.001514202,0.00007974934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923034,0.000271207,0.002746982,0.0005713478,0.00001841155,0.0001503776,0.0006234083,0.00002291311,0.003291944],"genre_scores_gemma":[0.997017,0.0001410931,0.001726594,0.00006270955,0.000002852889,0.0000799843,0.0001561927,0.000003976772,0.000809577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423426,"threshold_uncertainty_score":0.2830282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606761615177816,"score_gpt":0.3358616200338827,"score_spread":0.2897940038821045,"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."}}