{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004243833,0.0001620917,0.0002444378,0.0001872738,0.001255153,0.00000984999,0.0001071701,0.0001158723,0.0004670259],"category_scores_gemma":[0.00001551657,0.0000962233,0.00004545995,0.00004463944,0.0002578647,0.0001807532,0.00005031768,0.0002724601,0.00004846146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052865,"about_ca_system_score_gemma":0.0001758131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004566393,"about_ca_topic_score_gemma":0.002581495,"domain_scores_codex":[0.9980046,0.0003056037,0.0005743986,0.0004673637,0.0002149931,0.0004330119],"domain_scores_gemma":[0.999031,0.0001422114,0.0001942482,0.0001383612,0.00009053943,0.0004036617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142447,0.0001707204,0.9141756,0.0005149695,0.00001191914,0.000003093968,0.003778031,7.973837e-7,0.00006160775,0.07849576,0.001259263,0.001385802],"study_design_scores_gemma":[0.00164483,0.0001466645,0.9322514,0.001474285,0.00000372436,0.000005925855,0.0009359552,0.00004142011,0.000004355647,0.003816039,0.05952143,0.0001540041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863202,0.0007316608,0.0004811226,0.00820956,0.0003946962,0.0006889731,0.00003613991,0.00004541677,0.003092221],"genre_scores_gemma":[0.972506,0.0002540372,0.0003575047,0.0005462289,0.0005245366,0.00005725624,0.00003691101,0.00001359389,0.02570387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07467972,"threshold_uncertainty_score":0.965375,"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."}}