{"id":"W4393930484","doi":"10.32920/25436761.v1","title":"Fertility Desires and Intentions of HIV-Positive Women of Reproductive Age in Ontario, Canada: A Cross-Sectional Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Black Coalition for AIDS Prevention; Women's Health In Women's Hands; St. Michael's Hospital; Sunnybrook Health Science Centre; Ottawa Hospital; McMaster University Medical Centre; Toronto Metropolitan University; University Health Network; Health Sciences Centre; St Joseph's Health Care; University of Toronto; Public Health Ontario; Lakeridge Health; Women's College Hospital","funders":"Brock University; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Fertility; Cross-sectional study; Human immunodeficiency virus (HIV); Demography; Psychology; Gender studies; Medicine; Sociology; Population; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006589498,0.0002264056,0.0002869534,0.0005344799,0.002344522,0.0007428235,0.0008460875,0.000382538,0.001623651],"category_scores_gemma":[0.001521956,0.0004523195,0.0004246219,0.001768446,0.0005583133,0.000344823,0.000572569,0.000537155,0.0002259213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158575,"about_ca_system_score_gemma":0.01475917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838463,"about_ca_topic_score_gemma":0.9925824,"domain_scores_codex":[0.999486,0.00005043034,0.00003880399,0.00006776132,0.0002018753,0.000155175],"domain_scores_gemma":[0.9987356,0.0001104843,0.0002912497,0.00004771546,0.000459523,0.0003554682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002453235,0.00003720894,0.9960289,0.00002738708,0.00001840017,0.00005861116,0.001627844,0.00002339802,0.0001073834,0.00002671954,0.0005094096,0.001510222],"study_design_scores_gemma":[0.0000033202,0.00002114373,0.9978276,0.00001824228,0.000007418077,0.00002607035,0.00154539,0.00005959442,0.00001449544,0.000005169475,0.000467813,0.000003677443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959013,0.0003394044,0.00005339324,0.0002114083,0.000006905655,0.00008790984,0.002009152,0.000003366729,0.001387218],"genre_scores_gemma":[0.9971893,0.000469881,0.0001814547,0.0001471207,0.000004896447,0.00005649081,0.0009735939,0.000002063006,0.0009751284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615369,"threshold_uncertainty_score":0.08406085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037170605806421,"score_gpt":0.3527315931027493,"score_spread":0.3023598870446851,"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."}}