{"id":"W3111486665","doi":"10.1016/j.jclinepi.2020.11.026","title":"The HIV care cascade in Manitoba, Canada: Methods, measures, and estimates to meet local needs","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nine Circles Community Health Centre; Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Cascade; Gerontology; Environmental health; Medicine; Family medicine; Engineering","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":[0.003288291,0.0007505661,0.000512602,0.004190589,0.004000899,0.002147333,0.001755991,0.0005116604,0.001641896],"category_scores_gemma":[0.01200789,0.0004680697,0.0007006861,0.008831308,0.0007265661,0.001544142,0.002741164,0.001686154,0.0002126076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06807883,"about_ca_system_score_gemma":0.1230751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995995,"about_ca_topic_score_gemma":0.9979166,"domain_scores_codex":[0.9979898,0.0005456792,0.0001612398,0.0001562109,0.0006638899,0.0004832679],"domain_scores_gemma":[0.9950411,0.0004499934,0.0004336033,0.0001158114,0.003447073,0.0005125029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007114074,0.0001576921,0.9617931,0.0004071615,0.0001136848,0.00007819515,0.005109169,0.001813437,0.0001316666,0.0009344036,0.005570899,0.02381952],"study_design_scores_gemma":[0.00003046165,0.00006999631,0.9768696,0.0004765715,0.0001625519,0.00005873384,0.01224731,0.005412273,0.0002343495,0.0004989006,0.003899111,0.0000400162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472635,0.003474351,0.004958359,0.004351504,0.00006396717,0.003559101,0.02223719,0.0001516102,0.01394054],"genre_scores_gemma":[0.9710444,0.003032951,0.01617358,0.0004699148,0.00001763374,0.001374928,0.005812821,0.00003151464,0.002042267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06807883,"threshold_uncertainty_score":0.4939488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001044911920563,"score_gpt":0.525086468700696,"score_spread":0.2249819775086396,"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."}}