{"id":"W1983986893","doi":"10.1097/00002030-200401230-00031","title":"Sexual risk of HIV transmission is missed by traditional methods of data collection","year":2004,"lang":"en","type":"article","venue":"AIDS","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Sexual transmission; Transmission (telecommunications); Medicine; Data collection; Virology; Computer science; Telecommunications; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04346927,0.001199709,0.00166572,0.004141372,0.002207124,0.004535667,0.003120677,0.00160373,0.005016607],"category_scores_gemma":[0.1003869,0.001071286,0.0007657975,0.006966368,0.002747668,0.004664802,0.0041041,0.001711651,0.002519259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871761,"about_ca_system_score_gemma":0.004376368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004079643,"about_ca_topic_score_gemma":0.004814208,"domain_scores_codex":[0.8967568,0.06417491,0.009295467,0.008026831,0.02096472,0.0007813639],"domain_scores_gemma":[0.8992844,0.05454932,0.02156517,0.01393779,0.009690866,0.0009723933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000777274,0.001365712,0.3632409,0.006852968,0.0006078394,0.0003486707,0.0156086,0.0005498829,0.003354093,0.01814245,0.01697667,0.5721749],"study_design_scores_gemma":[0.0003548831,0.005518323,0.6506582,0.01632487,0.001056004,0.003942213,0.01630979,0.00637482,0.009576659,0.04668953,0.2427529,0.0004418066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4009244,0.06120503,0.3648387,0.01803317,0.003574223,0.03986653,0.02669427,0.0009685553,0.08389507],"genre_scores_gemma":[0.7055957,0.03284275,0.2010962,0.009540101,0.003417277,0.02915519,0.008238623,0.0001833407,0.009930888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04346927,"threshold_uncertainty_score":0.2298902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2745654385227405,"score_gpt":0.4918225408003007,"score_spread":0.2172571022775603,"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."}}