{"id":"W2607356628","doi":"10.1371/journal.pone.0175297","title":"The importance of choice disability and structural intervention in the HIV epidemic in Sub-Saharan Africa","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Intervention (counseling); Psychological intervention; Medicine; Incidence (geometry); Transmission (telecommunications); Environmental health; Human immunodeficiency virus (HIV); Gerontology; Family medicine; Psychiatry; Computer science","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":[0.00408995,0.000504328,0.0005496942,0.0006175917,0.0007116721,0.001477628,0.0007455692,0.0009616846,0.002727032],"category_scores_gemma":[0.01743186,0.000266295,0.0005106941,0.0004864304,0.00263275,0.001777003,0.001815747,0.000930856,0.0000534769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388905,"about_ca_system_score_gemma":0.002796835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008266674,"about_ca_topic_score_gemma":0.007434542,"domain_scores_codex":[0.9971724,0.002148482,0.00003863074,0.0001014668,0.0001550211,0.0003840635],"domain_scores_gemma":[0.9913327,0.006958034,0.00097798,0.0001301376,0.0001540372,0.0004470892],"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":[0.001625984,0.001708822,0.09824354,0.001314251,0.0006268004,0.001615245,0.002335763,0.5231436,0.001165162,0.2825568,0.001922047,0.08374198],"study_design_scores_gemma":[0.0004098784,0.002402728,0.04819191,0.0005720638,0.0004824276,0.0005246738,0.003486191,0.6659372,0.000815117,0.271743,0.005345784,0.00008897746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433224,0.003225863,0.03182563,0.005996284,0.00007424203,0.000309562,0.0001314022,0.00003994704,0.01507464],"genre_scores_gemma":[0.9971913,0.0006725685,0.001506887,0.00009485988,0.00001268444,0.00005822102,0.000008098355,0.000001674224,0.0004537483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008266674,"threshold_uncertainty_score":0.02162999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07621158675072123,"score_gpt":0.3542718991340327,"score_spread":0.2780603123833115,"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."}}