{"id":"W2801082645","doi":"10.1097/qad.0000000000001822","title":"Medication nonadherence, multitablet regimens, and food insecurity are key experiences in the pathway to incomplete HIV suppression","year":2018,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; HIV Legal Network; Ontario HIV Treatment Network; Regina Qu'Appelle Health Region; St. Michael's Hospital; University of Toronto; University Health Network; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Logistic regression; Medicine; Viral load; Cart; Prospective cohort study; Cohort; Multivariate analysis; Cohort study; Multivariate statistics; Internal medicine; Demography; Human immunodeficiency virus (HIV); Immunology","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":[0.000451612,0.00007902097,0.0001325399,0.0001293285,0.0001247891,0.00002829873,0.0001609741,0.0000501603,0.0004659087],"category_scores_gemma":[0.0005029694,0.00004919839,0.00003090078,0.0002802522,0.0001850537,0.0001173596,0.00008371688,0.0001572307,0.0001051405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002133941,"about_ca_system_score_gemma":0.0000449171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620658,"about_ca_topic_score_gemma":0.0002304851,"domain_scores_codex":[0.9989322,0.0001457623,0.0001794992,0.0002043805,0.0003274041,0.0002107254],"domain_scores_gemma":[0.9993719,0.00007935792,0.0000397956,0.0002694781,0.00009269181,0.0001467757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005240845,0.001392172,0.2849165,0.0003223387,0.0001025855,0.00006385254,0.1365956,2.172115e-7,0.03259789,0.007465629,0.4803801,0.055639],"study_design_scores_gemma":[0.005256809,0.03045873,0.3940659,0.002891638,0.0000423689,0.00009562884,0.08589687,0.002460907,0.02857212,0.002163968,0.447546,0.0005490153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877489,0.0002137528,0.0004166752,0.002149906,0.00004568434,0.0004075723,0.00002887931,0.00001773023,0.008970879],"genre_scores_gemma":[0.9968463,0.00002536933,0.0007052838,0.0004262098,0.0001240762,0.0001626251,0.00002739239,0.000005553287,0.001677184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091495,"threshold_uncertainty_score":0.5101373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383002097783514,"score_gpt":0.3273397478625442,"score_spread":0.2890395380841927,"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."}}