{"id":"W4405463914","doi":"10.21203/rs.3.rs-5442220/v1","title":"Addressing digital exclusion to improve access to HIV and viral hepatitis care for people who experience criminalization: A mixed methods evaluation of a quality improvement project","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Infectious Diseases Centre; BC Centre for Disease Control","funders":"AbbVie Canada; British Columbia Centre for Disease Control; Provincial Health Services Authority; Gilead Sciences; TD Bank","keywords":"Criminalization; Human immunodeficiency virus (HIV); Viral hepatitis; Social exclusion; Quality (philosophy); Virology; Computer science; Medicine; Psychology; Political science; Criminology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.07583389,0.001285225,0.001522726,0.0019835,0.003604252,0.003911057,0.002870621,0.002291889,0.004937622],"category_scores_gemma":[0.0916448,0.0008571718,0.003444262,0.001932148,0.002904011,0.00299956,0.006342665,0.002617667,0.0004563897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006468253,"about_ca_system_score_gemma":0.02746134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01327462,"about_ca_topic_score_gemma":0.01589075,"domain_scores_codex":[0.9171185,0.0676012,0.004280015,0.002387895,0.005582427,0.003029913],"domain_scores_gemma":[0.8943356,0.06754868,0.01042186,0.01021834,0.008737965,0.008737606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0553385,0.1750678,0.03850777,0.005809377,0.002957093,0.0001247289,0.01376401,0.002510883,0.001261152,0.00198749,0.005619931,0.6970513],"study_design_scores_gemma":[0.2421556,0.5149565,0.1619735,0.00688024,0.009791359,0.0001947752,0.0205833,0.009233985,0.007424585,0.004809994,0.0214789,0.000517339],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531758,0.0009294266,0.005249706,0.003237938,0.0002881087,0.03175506,0.001220341,0.0003201729,0.003823376],"genre_scores_gemma":[0.8814092,0.001596814,0.06305109,0.002553822,0.0002329245,0.04820947,0.0007469568,0.000104555,0.00209511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07583389,"threshold_uncertainty_score":0.4010527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3211291828531669,"score_gpt":0.600488013379791,"score_spread":0.2793588305266241,"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."}}