{"id":"W3127103954","doi":"10.1186/s12889-021-10225-w","title":"Leaving no one behind? An equity analysis of the HIV care cascade among a cohort of people living with HIV in Manitoba, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Human immunodeficiency virus (HIV); Public health; Epidemiology; Cohort; Equity (law); Environmental health; Cohort study; Gerontology; Family medicine; Nursing; Internal medicine","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":[0.001745565,0.0006958598,0.0005793919,0.00258001,0.004605308,0.001838207,0.00187373,0.0005452668,0.001802269],"category_scores_gemma":[0.003269707,0.0004245386,0.001373248,0.005496683,0.000947988,0.0006471314,0.002975801,0.001358354,0.0002138248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03962501,"about_ca_system_score_gemma":0.04583787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994879,"about_ca_topic_score_gemma":0.9950158,"domain_scores_codex":[0.9985713,0.0001481635,0.00006306804,0.0001967872,0.000299093,0.0007214631],"domain_scores_gemma":[0.9975507,0.0001648256,0.0003163881,0.0001140773,0.001183548,0.0006703914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007415945,0.00006621295,0.993872,0.00003242908,0.00008485841,0.0000708786,0.001186083,0.0002582282,0.00006988981,0.0002099885,0.0007777894,0.003297463],"study_design_scores_gemma":[0.00001129891,0.00003922018,0.9951332,0.00005393583,0.00006170383,0.00003452416,0.002954848,0.0009657287,0.0000366286,0.00009212652,0.0006050004,0.0000118419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931356,0.0003830242,0.0002195929,0.0004497092,0.000008494458,0.0001645296,0.004513311,0.000008340303,0.001117359],"genre_scores_gemma":[0.9954489,0.0003095449,0.0005465797,0.0001789265,0.000008864353,0.00009751686,0.002745575,0.000004962796,0.0006591227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03962501,"threshold_uncertainty_score":0.2875009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555275053254163,"score_gpt":0.3280102945531286,"score_spread":0.2724827892277124,"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."}}