{"id":"W2132862106","doi":"10.1080/10647440400020687","title":"Improving Universal Prenatal Screening for Human Immunodeficiency Virus","year":2004,"lang":"en","type":"article","venue":"Infectious Diseases in Obstetrics and Gynecology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Intervention (counseling); Exact test; Logistic regression; Family medicine; Test (biology); Confounding; Prenatal care; Human immunodeficiency virus (HIV); Cohort; Retrospective cohort study; Nursing; Population; Internal medicine; Environmental health","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":[0.0001100139,0.0001072144,0.0002183678,0.0005270488,0.0002294718,0.00003484391,0.00007823513,0.00009776006,0.00006420394],"category_scores_gemma":[0.006032824,0.0001136158,0.0001319856,0.0003988888,0.0001497338,0.0001362059,0.0000943791,0.0001918827,0.000005032256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618132,"about_ca_system_score_gemma":0.0001463908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006503234,"about_ca_topic_score_gemma":0.0003880656,"domain_scores_codex":[0.9989839,0.00003231688,0.0002317358,0.000265403,0.0001144917,0.000372216],"domain_scores_gemma":[0.9984463,0.001034475,0.00006130687,0.0001586494,0.0001171808,0.0001820601],"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":[0.0001647357,0.002938569,0.1913668,0.0007071237,0.0002213574,0.000498926,0.000477326,0.0002362682,0.004777148,0.01801508,0.0002970319,0.7802997],"study_design_scores_gemma":[0.08111732,0.06011455,0.7717568,0.0009493345,0.0009379466,0.0004490631,0.002023071,0.01305171,0.003153241,0.04560513,0.01892776,0.001914099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865354,0.002318169,0.008781377,0.00008305842,0.0002053712,0.0006170982,0.00009088647,0.00006605691,0.001302599],"genre_scores_gemma":[0.9989532,0.0001739447,0.0002097121,0.00006272209,0.00003955422,0.00006936844,0.00006065984,0.00001617056,0.0004147285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7783856,"threshold_uncertainty_score":0.7222289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519257534307014,"score_gpt":0.3069949388701079,"score_spread":0.2918023635270378,"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."}}