{"id":"W2461606492","doi":"10.1111/hiv.12409","title":"Quality of initial <scp>HIV</scp> care in Canada: extension of a composite programmatic assessment tool for <scp>HIV</scp> therapy","year":2016,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Simon Fraser University; McGill University; University of Ottawa; Health Sciences Centre; University Health Network; University of Toronto; Maple Leaf Medical Clinic; Women's College Hospital; Ontario HIV Treatment Network; NOSM University; Canadian AIDS Treatment Information Exchange; University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse; Lady Davis Institute for Medical Research; Canadian Institutes of Health Research; National Institutes of Health; Memorial University of Newfoundland; University of Waterloo; University of Toronto; Ottawa Hospital Research Institute; Michael Smith Health Research BC; Simon Fraser University; University of Ottawa; McGill University; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian HIV Trials Network, Canadian Institutes of Health Research; McMaster University; Cancer Care Ontario; Stryker; Public Health Agency","keywords":"Medicine; Hazard ratio; Confidence interval; Cohort; Internal medicine; Logistic regression; Viral load; Proportional hazards model; Regimen; Cohort study; Human immunodeficiency virus (HIV); Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880944,0.0005367256,0.0005391137,0.002307849,0.00125194,0.001341954,0.001492614,0.0003974309,0.002104264],"category_scores_gemma":[0.007276384,0.0002896794,0.001077198,0.004136161,0.0005272469,0.0003963747,0.001354074,0.0007759143,0.0001804043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02644751,"about_ca_system_score_gemma":0.03733198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806648,"about_ca_topic_score_gemma":0.9842439,"domain_scores_codex":[0.9973219,0.0003311549,0.0002768516,0.000278226,0.001214069,0.0005777637],"domain_scores_gemma":[0.9931225,0.0004205636,0.001853809,0.0001475861,0.003521608,0.0009338881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008699438,0.00004901257,0.9858387,0.00009673461,0.0001318292,0.00002192047,0.0002361194,0.0005813608,0.00005136312,0.0001092166,0.003032237,0.00976448],"study_design_scores_gemma":[0.00001385641,0.00003263877,0.9971783,0.00004243742,0.00002898062,0.00002364026,0.0001539536,0.001304489,0.00005665479,0.00002961056,0.001124677,0.0000108056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425437,0.00118002,0.001848863,0.0009785497,0.00004794848,0.0008088687,0.04534386,0.0001031744,0.007145011],"genre_scores_gemma":[0.9857898,0.0003957893,0.002636675,0.0001326808,0.00001457177,0.0003049438,0.009775181,0.000009930377,0.0009405251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02644751,"threshold_uncertainty_score":0.191891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898956195136536,"score_gpt":0.4010337168203529,"score_spread":0.3520441548689875,"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."}}