{"id":"W2461606492","doi":"10.1111/hiv.12409","title":"Quality of initial HIV care in Canada: extension of a composite programmatic assessment tool for HIV 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179332,0.0002849054,0.001119504,0.0003547436,0.00007074139,0.00000688383,0.0002500238,0.0001091754,0.0001247913],"category_scores_gemma":[0.002642458,0.0001771698,0.0002335548,0.0003982197,0.0003361895,0.0001064736,0.0000709311,0.0002777171,0.000009855951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288228,"about_ca_system_score_gemma":0.001577799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04610731,"about_ca_topic_score_gemma":0.08464281,"domain_scores_codex":[0.9960974,0.0003295567,0.001363534,0.0004095798,0.001169743,0.000630176],"domain_scores_gemma":[0.9959757,0.001775023,0.0004190815,0.0006271623,0.0008606338,0.0003423592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006594031,0.00182647,0.2907313,0.00569036,0.0006792965,0.0001735624,0.005445149,0.000005317838,0.2928525,0.001322213,0.260251,0.1403635],"study_design_scores_gemma":[0.05109359,0.01850884,0.7683487,0.01419038,0.0003112727,0.00007163333,0.02092795,0.001497114,0.0511329,0.0005377258,0.07316305,0.0002168496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812498,0.001782514,0.006596209,0.002685899,0.0001344727,0.002564789,0.0004125299,0.00003015669,0.004543595],"genre_scores_gemma":[0.9934434,0.0003025144,0.001597763,0.000211876,0.0002388306,0.0002865368,0.0003648791,0.00004116158,0.003513043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4776174,"threshold_uncertainty_score":0.9602448,"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."}}