{"id":"W7161063718","doi":"10.5281/zenodo.20161742","title":"Black Expert Working Group to Inform National HIV Surveillance","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Saskatchewan; University of Ottawa; Cégep du Vieux Montréal; Women's Health In Women's Hands; University of Toronto; Dalhousie University; University of Calgary; Government of Prince Edward Island; York University; McMaster University","funders":"","keywords":"Ethnic group; Public health; Public health surveillance; Health care; Agency (philosophy); Racism; Data quality; Data collection; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.06868602,0.000785663,0.0007411848,0.004537055,0.006692227,0.0051951,0.003592324,0.003055298,0.04315784],"category_scores_gemma":[0.07231811,0.0008040196,0.0007579835,0.002395319,0.001535147,0.003294817,0.009101416,0.004460382,0.01673531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0124425,"about_ca_system_score_gemma":0.1215269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3662687,"about_ca_topic_score_gemma":0.4034121,"domain_scores_codex":[0.9707581,0.01285989,0.002350402,0.001701424,0.008289178,0.00404094],"domain_scores_gemma":[0.8913662,0.01157988,0.003905731,0.008068065,0.06686454,0.01821554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004891938,0.00006094342,0.005192637,0.0002795604,0.00001647155,0.00009286719,0.002457301,0.00009935574,0.0003960344,0.002955537,0.8409415,0.1474588],"study_design_scores_gemma":[0.00001551559,0.00001672714,0.004322323,0.001010199,0.00001388216,0.00003761769,0.002496055,0.0001468566,0.0002182118,0.002163435,0.9895359,0.00002311718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01155153,0.009911278,0.03940161,0.3492583,0.01921549,0.01980413,0.0503934,0.002284318,0.4981799],"genre_scores_gemma":[0.1163438,0.01968969,0.2268475,0.1778303,0.007180305,0.03126636,0.05297004,0.002376112,0.3654959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3662687,"threshold_uncertainty_score":0.7282735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05186018325284121,"score_gpt":0.3146987450143784,"score_spread":0.2628385617615372,"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."}}