{"id":"W2415008443","doi":"10.1186/s12914-016-0089-8","title":"Persistent misconceptions about HIV transmission among males and females in Malawi","year":2016,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Western University","funders":"","keywords":"Transmission (telecommunications); Ethnic group; Demography; Residence; Medicine; Marital status; Human immunodeficiency virus (HIV); Public health; Rural area; Environmental health; Population; Immunology; Sociology","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":[0.001049924,0.000190112,0.0002140514,0.0006097415,0.001175674,0.0009601159,0.000387485,0.0003544826,0.001823028],"category_scores_gemma":[0.004085587,0.0002332677,0.0001933293,0.000645657,0.000688781,0.000885496,0.0009744722,0.000790099,0.0001035724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007391182,"about_ca_system_score_gemma":0.001080059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03799499,"about_ca_topic_score_gemma":0.06061963,"domain_scores_codex":[0.9992106,0.0003362816,0.00005943024,0.00005994447,0.0001342665,0.0001994975],"domain_scores_gemma":[0.9971963,0.0006546052,0.001548907,0.0000708326,0.0001927017,0.0003365848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001496971,0.00002450503,0.9898688,0.00004180246,0.00001562068,0.0001445224,0.004916236,0.000009877114,0.00008300364,0.00005233386,0.0002418544,0.004586498],"study_design_scores_gemma":[0.000001706807,0.00005643415,0.988153,0.0001374682,0.00001765285,0.0003897213,0.01025032,0.00009676107,0.00006337901,0.00003948389,0.00078795,0.000006065658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984052,0.0005753415,0.00003277247,0.0005411035,0.000006620054,0.000008438511,0.0001054331,0.000001254513,0.0003238505],"genre_scores_gemma":[0.9991899,0.0004914225,0.00003839112,0.000112366,0.000006300906,0.000005459765,0.00004362307,4.328157e-7,0.0001119177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03799499,"threshold_uncertainty_score":0.07554764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288007043671122,"score_gpt":0.4319738784097079,"score_spread":0.3031731740425957,"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."}}