{"id":"W4388722637","doi":"10.3390/epidemiologia4040041","title":"Comprehensive Knowledge about HIV/AIDS among Women of Reproductive Age in India","year":2023,"lang":"en","type":"article","venue":"Epidemiologia","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Logistic regression; Demography; Medicine; Public health; Odds; Human immunodeficiency virus (HIV); Transmission (telecommunications); Gerontology; Odds ratio; Environmental health; Reproductive health; Family medicine; Population; Sociology; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00226396,0.0001572021,0.000759915,0.000581296,0.00004578339,0.000004723623,0.0001870875,0.0001500087,0.000383803],"category_scores_gemma":[0.009033086,0.0001269959,0.0001948768,0.001178297,0.0004504489,0.0000853692,0.0001932898,0.0005228502,0.0006469984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671927,"about_ca_system_score_gemma":0.0000844307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011867,"about_ca_topic_score_gemma":0.0000180814,"domain_scores_codex":[0.9974364,0.000629682,0.0006814694,0.0004735108,0.0001504608,0.0006284816],"domain_scores_gemma":[0.9979858,0.0009376588,0.0001431384,0.0005456646,0.0001870824,0.0002006429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778324,0.000265497,0.7979409,0.0003344179,0.0001601178,0.0001956809,0.003817843,0.00001742756,0.005048267,0.001475453,0.1832177,0.007348785],"study_design_scores_gemma":[0.0008022836,0.001437371,0.9857953,0.0003528482,0.000009739088,0.000005308121,0.002478992,0.0003483715,0.0006772465,0.001438473,0.006544727,0.0001094003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725948,0.0005169473,0.0000653173,0.0002961032,0.00007798339,0.0004876377,0.00003447119,0.0001078613,0.0258189],"genre_scores_gemma":[0.959621,0.0002410698,0.0004734353,0.00006954141,0.0001515764,0.0001696027,0.0001190467,0.00001972007,0.03913498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878543,"threshold_uncertainty_score":0.9993142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284300510020412,"score_gpt":0.3852853422337891,"score_spread":0.322442337133585,"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."}}