{"id":"W2102227356","doi":"10.1371/journal.pmed.1001811","title":"Improving Men’s Participation in Preventing Mother-to-Child Transmission of HIV as a Maternal, Neonatal, and Child Health Priority in South Africa","year":2015,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Human immunodeficiency virus (HIV); Child health; Transmission (telecommunications); Medicine; Maternal health; Environmental health; Family medicine; Pediatrics; Population; Health services","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":[0.002255714,0.0002229153,0.0002124909,0.0003901136,0.001364141,0.0008103538,0.0004495341,0.0004684966,0.007014658],"category_scores_gemma":[0.003341582,0.0002560386,0.0002376652,0.000405181,0.0005823056,0.0009354433,0.001430413,0.0008444448,0.0002328215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009122498,"about_ca_system_score_gemma":0.002610064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03363586,"about_ca_topic_score_gemma":0.0521879,"domain_scores_codex":[0.9987698,0.0006825365,0.00003566484,0.00005326832,0.00007301067,0.0003856274],"domain_scores_gemma":[0.9990103,0.0001605308,0.0002042333,0.00002573311,0.0000409335,0.0005582143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008573735,0.001173587,0.7092209,0.0012764,0.0002349482,0.0008954214,0.06107122,0.0004991117,0.003233379,0.009616369,0.01098064,0.2009407],"study_design_scores_gemma":[0.0001149782,0.001174594,0.9273982,0.001286413,0.0001085077,0.0003725658,0.03331816,0.0006654197,0.001048911,0.002198377,0.03226812,0.00004582139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700931,0.003776878,0.0005214509,0.01548811,0.0001467855,0.0001453726,0.0003123636,0.00001763048,0.009498334],"genre_scores_gemma":[0.996564,0.001217171,0.0003336153,0.0005881064,0.00003385742,0.00005210048,0.00004516478,0.000002338255,0.00116377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03363586,"threshold_uncertainty_score":0.06688017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910565774750161,"score_gpt":0.3448907392745313,"score_spread":0.3057850815270297,"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."}}