{"id":"W3110827064","doi":"10.1177/0956462420965847","title":"HIV viral load trajectories of women living with HIV in Metro Vancouver, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Medicine; Viral load; Human immunodeficiency virus (HIV); Young adult; Men who have sex with men; Odds; Demography; Odds ratio; Lentivirus; Cohort; Prospective cohort study; Latent class model; Cohort study; Sida; Internal medicine; Immunology; Viral disease; Logistic regression; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000347696,0.00009839088,0.0003207047,0.0002208551,0.00001599275,0.00001913472,0.0002804645,0.00002626024,0.0008286749],"category_scores_gemma":[0.0008881913,0.0000751213,0.0001127647,0.0002144338,0.00005581123,0.0002419972,0.00004764777,0.0003490807,0.000002942215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134613,"about_ca_system_score_gemma":0.001604159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01618801,"about_ca_topic_score_gemma":0.09522165,"domain_scores_codex":[0.9978799,0.00005228119,0.0005240932,0.0001006849,0.001222298,0.000220742],"domain_scores_gemma":[0.9984723,0.0001269512,0.0002242703,0.00006741605,0.0008371205,0.0002718816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002329876,0.0005426819,0.8687363,0.0001489951,0.001522798,0.00117003,0.00400969,0.0002321096,0.005300778,0.0003642887,0.1058397,0.009802733],"study_design_scores_gemma":[0.03865447,0.06582486,0.5053976,0.01229432,0.0005020197,0.0006671627,0.09052268,0.007432796,0.0410282,0.0007821063,0.2353651,0.001528709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939006,0.0002164398,0.001476506,0.001787602,0.0002385186,0.000065405,0.00004520563,0.000004485036,0.002265226],"genre_scores_gemma":[0.9968352,0.0000341924,0.0008428988,0.0002204695,0.0003153045,0.000003356198,0.000002852825,0.00001166945,0.001734082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3633387,"threshold_uncertainty_score":0.9903633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114099011388224,"score_gpt":0.2762908222837637,"score_spread":0.2651498321698814,"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."}}