{"id":"W3183324835","doi":"10.7759/cureus.16691","title":"Equitable Timing of HIV Diagnosis Prior to Pregnancy: A Canadian Perspective","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; University of Ottawa; Bruyère; Ottawa Hospital","funders":"","keywords":"Medicine; Pregnancy; Human immunodeficiency virus (HIV); Obstetrics; Cohort; Population; Prenatal care; Retrospective cohort study; Cohort study; HIV diagnosis; Pediatrics; Family medicine; Viral load; Antiretroviral therapy; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003488486,0.0003799289,0.0005945981,0.003028756,0.004909369,0.003422572,0.001657986,0.0008985872,0.004406844],"category_scores_gemma":[0.01179442,0.0003478061,0.0005655236,0.004339396,0.001759412,0.00128137,0.001607952,0.001624428,0.0002030152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06887676,"about_ca_system_score_gemma":0.154959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960855,"about_ca_topic_score_gemma":0.9974003,"domain_scores_codex":[0.9970666,0.0004886701,0.0001653058,0.0002907347,0.001032581,0.0009561614],"domain_scores_gemma":[0.9926917,0.001020098,0.001127206,0.0001978244,0.003170162,0.001793092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005894567,0.0001463624,0.5899658,0.00169258,0.0003434707,0.001969861,0.01255007,0.003289082,0.001616502,0.0394287,0.068531,0.279877],"study_design_scores_gemma":[0.00009866502,0.0001681882,0.7800955,0.003356665,0.0005479096,0.001250355,0.01730297,0.001852101,0.0005130222,0.006103845,0.1884851,0.0002258174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.329431,0.1535059,0.0046351,0.3401566,0.001690881,0.0003205958,0.01695078,0.0001709194,0.1531383],"genre_scores_gemma":[0.900509,0.08096677,0.003683566,0.006912924,0.0006149737,0.00006154562,0.001698204,0.00006070631,0.005492296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06887676,"threshold_uncertainty_score":0.4997382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884659751852565,"score_gpt":0.3627851792199762,"score_spread":0.3139385817014505,"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."}}