{"id":"W2599720560","doi":"10.1186/s13104-017-2453-8","title":"Validating a self-report measure of HIV viral suppression: an analysis of linked questionnaire and clinical data from the Canadian HIV Women’s Sexual and Reproductive Health Cohort Study","year":2017,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; McGill University; AIDS Vancouver; McGill University Health Centre; Simon Fraser University","funders":"Institute of Gender and Health; Canadian HIV Trials Network, Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Reproductive health; Medicine; Human immunodeficiency virus (HIV); Cohort; Cohort study; Family medicine; Environmental health; Population; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01249747,0.0005523149,0.0005784509,0.002147457,0.001594781,0.001556291,0.002157484,0.0007342701,0.001101466],"category_scores_gemma":[0.02365293,0.0003350255,0.0008707038,0.003113084,0.0009588433,0.0003629899,0.001247888,0.0008537092,0.0003297548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006328745,"about_ca_system_score_gemma":0.008194515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7674327,"about_ca_topic_score_gemma":0.7840855,"domain_scores_codex":[0.991504,0.002160372,0.0005095236,0.0009142772,0.004219964,0.0006918001],"domain_scores_gemma":[0.9832686,0.00317705,0.003541191,0.001521836,0.007447834,0.001043634],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005781342,0.00003010267,0.9971619,0.0000272704,0.0001477746,0.00001346375,0.0002017854,0.00008723316,0.00005432783,0.00003613196,0.0003230785,0.001859086],"study_design_scores_gemma":[0.000009822277,0.00002906356,0.9985853,0.00002162337,0.00003757257,0.00002365491,0.0002069326,0.0005374698,0.00004071935,0.00001541767,0.0004860453,0.000006426953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909931,0.0005131477,0.0006419653,0.0001350119,0.00002608257,0.0002814866,0.005914315,0.00001511484,0.001479739],"genre_scores_gemma":[0.9923995,0.0002040719,0.0007692169,0.0001051447,0.00001603731,0.0001609608,0.005884456,0.000009122809,0.0004514389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9875025,"threshold_uncertainty_score":0.4678738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.293066231821142,"score_gpt":0.5282825569193963,"score_spread":0.2352163250982543,"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."}}