{"id":"W1809287194","doi":"","title":"Opt in or opt out: what is optimal for prenatal screening for HIV infection?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Opt-out; Antiretroviral therapy; Medicine; Transmission (telecommunications); Pregnancy; Opt-in email; Pediatrics; Family medicine; Obstetrics; Viral load; Computer science; World Wide Web; Biology; Telecommunications","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":[0.0005903027,0.0001109491,0.0002170317,0.0002344316,0.00008930123,0.0001004542,0.000071097,0.00007809493,0.0002213612],"category_scores_gemma":[0.001165028,0.00009402671,0.0002130681,0.000179989,0.00004138331,0.0004813765,0.00002611342,0.0001509181,0.00001554861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008190381,"about_ca_system_score_gemma":0.00006414556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647534,"about_ca_topic_score_gemma":0.0001016082,"domain_scores_codex":[0.9986798,0.00003725425,0.0002709289,0.000257944,0.0001764398,0.0005776253],"domain_scores_gemma":[0.9992594,0.0001416902,0.00004285495,0.0001843777,0.0001326705,0.0002390221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001794363,0.0007002794,0.008211881,0.0006733873,0.000279086,0.00001924319,0.0006108391,0.00004036435,0.00006285588,0.000741585,0.09999301,0.8868731],"study_design_scores_gemma":[0.02516748,0.003456769,0.05720749,0.0009436829,0.0002187962,0.0001266383,0.001659502,0.01229536,0.02474732,0.0005449504,0.8729563,0.0006756768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.335749,0.003461279,0.5787006,0.02758656,0.001305215,0.03363606,0.001259717,0.0004148571,0.01788671],"genre_scores_gemma":[0.5816777,0.0004903753,0.03198459,0.0008099873,0.0006587788,0.04091571,0.0004590321,0.00012759,0.3428762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8861974,"threshold_uncertainty_score":0.3834298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791965289949455,"score_gpt":0.3519400905532005,"score_spread":0.284020437653706,"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."}}