{"id":"W4281931372","doi":"10.1186/s12889-022-13525-x","title":"Implementing community-based Dried Blood Spot (DBS) testing for HIV and hepatitis C: a qualitative analysis of key facilitators and ongoing challenges","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia; Simon Fraser University; Providence Health Care; Public Health Agency of Canada; Community Based Research Centre; University of Victoria","funders":"Michael Smith Health Research BC; Canadian Blood Services","keywords":"Medicine; Dried blood spot; Men who have sex with men; Family medicine; Data collection; Qualitative research; Hepatitis C; Pride; Human immunodeficiency virus (HIV); Nursing; Gerontology","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":[0.02519034,0.000804133,0.001032319,0.001908929,0.01042545,0.004536633,0.003274668,0.002070225,0.003659388],"category_scores_gemma":[0.03335598,0.0009592993,0.0005855486,0.001802527,0.01061534,0.005526557,0.00741665,0.003720554,0.0003982976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00934329,"about_ca_system_score_gemma":0.0167223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423676,"about_ca_topic_score_gemma":0.03497108,"domain_scores_codex":[0.9824708,0.01294378,0.0003770723,0.0007193281,0.001055944,0.002432996],"domain_scores_gemma":[0.9602337,0.03061092,0.001940089,0.0005636844,0.003282752,0.003368869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002261053,0.00003285894,0.002067274,0.0002168028,0.000003933336,0.0004682303,0.9917236,0.00003678041,0.0003090281,0.001074939,0.0005285694,0.003515424],"study_design_scores_gemma":[0.000002727061,0.00001945482,0.0005838569,0.000179586,0.000002910882,0.00006480757,0.9956138,0.00006443527,0.0001087649,0.0002258637,0.003126215,0.000007627154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749447,0.001188506,0.005406123,0.008385669,0.0001383866,0.0008602185,0.000390978,0.00005294022,0.00863258],"genre_scores_gemma":[0.9895664,0.001279659,0.00296786,0.001518043,0.00002498596,0.0009398808,0.0001415373,0.00005577485,0.003505671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519034,"threshold_uncertainty_score":0.1332209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946695301069358,"score_gpt":0.4479873250705166,"score_spread":0.2533177949635809,"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."}}