{"id":"W2757097240","doi":"10.1371/journal.pone.0184708","title":"Cohort profile: The Canadian HIV Women’s Sexual and Reproductive Health Cohort Study (CHIWOS)","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":85,"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; Ontario HIV Treatment Network","keywords":"Cohort; Reproductive health; Medicine; Gerontology; Cohort study; Population; Health care; Demography; Family medicine; Environmental health; Sociology; Political science","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":[0.001712053,0.0007185884,0.0006049792,0.002733561,0.004785708,0.001367377,0.001744491,0.000792128,0.008361102],"category_scores_gemma":[0.003806649,0.0004855042,0.0008700739,0.005040823,0.0003875225,0.0006626355,0.001723535,0.00135325,0.001626973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008162222,"about_ca_system_score_gemma":0.02467514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9527771,"about_ca_topic_score_gemma":0.972839,"domain_scores_codex":[0.9989795,0.00007165097,0.00007595964,0.0001613607,0.0003790958,0.0003324572],"domain_scores_gemma":[0.9978247,0.00005566158,0.0001624082,0.0001380552,0.0013458,0.000473513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009128067,0.0002110224,0.643419,0.0007311009,0.0003007818,0.0004909562,0.003373245,0.0002223992,0.001264748,0.001976968,0.3116879,0.03540917],"study_design_scores_gemma":[0.0002125833,0.0001275252,0.9256255,0.0007590181,0.0001384195,0.0003971999,0.003291541,0.0003112223,0.0001871822,0.0004136596,0.06844223,0.00009400726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3397066,0.003016032,0.002387078,0.003354616,0.0004795046,0.008277132,0.6156548,0.0001865547,0.02693761],"genre_scores_gemma":[0.5616081,0.0049113,0.01059952,0.006003516,0.0003119275,0.01752106,0.3670768,0.0002227624,0.03174505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04722285,"threshold_uncertainty_score":0.09500188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06487069767103068,"score_gpt":0.339447458637381,"score_spread":0.2745767609663503,"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."}}