{"id":"W4393965857","doi":"10.32920/25438276.v1","title":"Cohort profile: The Canadian HIV Women's Sexual and Reproductive Health Cohort Study (CHIWOS)","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":"Women's Health In Women's Hands; AIDS Vancouver; Simon Fraser University; McGill University; McGill University Health Centre; York University; Public Health Ontario; McMaster University; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Human immunodeficiency virus (HIV); Reproductive health; Cohort study; Medicine; Demography; Gerontology; Gynecology; Environmental health; Family medicine; Internal medicine; Sociology; Population","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":[0.001622804,0.0006896441,0.0005769567,0.002674473,0.00455291,0.001323639,0.001674095,0.0007558413,0.009093871],"category_scores_gemma":[0.003620595,0.0004367105,0.0008966778,0.004982444,0.0003493598,0.0006440394,0.001606461,0.001345311,0.001620736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008448714,"about_ca_system_score_gemma":0.02607364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613217,"about_ca_topic_score_gemma":0.97913,"domain_scores_codex":[0.9989948,0.00006914041,0.00007446843,0.0001561727,0.0003921287,0.0003133714],"domain_scores_gemma":[0.997918,0.00005470569,0.0001565982,0.0001178606,0.001301309,0.0004515863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007680695,0.0001571154,0.5629109,0.0007612948,0.0003018081,0.0004185427,0.002512399,0.0002116805,0.001013693,0.002168326,0.3913331,0.037443],"study_design_scores_gemma":[0.0002193329,0.0001125839,0.9088554,0.000929508,0.0001657226,0.0003855,0.002944821,0.0003770766,0.0001974421,0.0004563189,0.08525778,0.00009867035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2691735,0.003575992,0.002357697,0.004160713,0.0005171045,0.006442515,0.6840954,0.0002064611,0.02947053],"genre_scores_gemma":[0.5248142,0.005409141,0.01061805,0.006272589,0.0003074195,0.01376917,0.4063699,0.0002385718,0.0322009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03867835,"threshold_uncertainty_score":0.07781219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727993406998949,"score_gpt":0.3593481431958729,"score_spread":0.3320682091258834,"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."}}