{"id":"W4288037905","doi":"10.3138/jammi-2022-0007","title":"A two-day workshop reviewing Canadian provincial and national HIV care cascade indicators, reporting, challenges, and recommendations","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Concordia University; AIDS Committee of Toronto; University of Alberta; Children's Hospital of Eastern Ontario; University of Manitoba; McMaster University; Ontario HIV Treatment Network; University of Saskatchewan; University of Calgary; British Columbia Centre on Substance Use; University of Toronto; Memorial University of Newfoundland; Ottawa Hospital; Centre Hospitalier Universitaire Sainte-Justine; St. John’s Health Sciences Centre; HIV Legal Network; McGill University; McGill University Health Centre; Public Health Agency of Canada; University of Ottawa; Public Health Ontario; AIDS Vancouver; Women's College Hospital; York University","funders":"","keywords":"Cascade; Medicine; Human immunodeficiency virus (HIV); Population; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2112641,0.002113527,0.001891921,0.01035161,0.01800562,0.01575982,0.01353858,0.004505319,0.004334024],"category_scores_gemma":[0.2637722,0.002054208,0.002114931,0.0117557,0.007107925,0.006967236,0.012302,0.01171982,0.0009169254],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1568024,"about_ca_system_score_gemma":0.4243034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8470672,"about_ca_topic_score_gemma":0.8998779,"domain_scores_codex":[0.8843629,0.05921509,0.01129284,0.003890726,0.02809368,0.01314485],"domain_scores_gemma":[0.6481518,0.07427413,0.009903844,0.005367487,0.2360801,0.02622252],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002068575,0.0002058955,0.008794422,0.01164182,0.00009806985,0.001091042,0.07192179,0.0009734458,0.001011491,0.005768909,0.6172349,0.2810513],"study_design_scores_gemma":[0.0001077278,0.0001326776,0.013979,0.0231649,0.0001807881,0.0002583643,0.1343556,0.001103966,0.001143299,0.002837108,0.8223699,0.0003666801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02968161,0.06351117,0.02627274,0.7605357,0.05093874,0.01998882,0.00582632,0.001484896,0.04175999],"genre_scores_gemma":[0.4029175,0.1432459,0.1703765,0.1773182,0.009968859,0.03939115,0.01072733,0.001333452,0.04472117],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8431976,"threshold_uncertainty_score":0.9779897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139178095744646,"score_gpt":0.2953257059408823,"score_spread":0.2814078963664177,"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."}}