{"id":"W3083519637","doi":"10.2196/19891","title":"Practical and Ethical Concerns in Implementing Enhanced Surveillance Methods to Improve Continuity of HIV Care: Qualitative Expert Stakeholder Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; University of North Carolina at Chapel Hill; National Institutes of Health","keywords":"Qualitative research; Confidentiality; Thematic analysis; Medicine; Internet privacy; Public relations; Political science; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07739795,0.000964702,0.0008277931,0.00219511,0.01369838,0.004564902,0.002958139,0.003541206,0.002719412],"category_scores_gemma":[0.07518516,0.0009118527,0.0006437374,0.001731328,0.01075311,0.007281094,0.009412878,0.00416814,0.0003723268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007477356,"about_ca_system_score_gemma":0.01237099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501501,"about_ca_topic_score_gemma":0.006808276,"domain_scores_codex":[0.9263514,0.06374946,0.001408891,0.001760896,0.002474605,0.004254765],"domain_scores_gemma":[0.8717988,0.1105532,0.003485863,0.002152873,0.007684969,0.004324224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004159634,0.00007992772,0.001089721,0.0001910161,0.000004989293,0.0007629426,0.9912943,0.00007762457,0.000590408,0.001625679,0.0004854211,0.003756485],"study_design_scores_gemma":[0.00001063936,0.0000571019,0.0003374046,0.0002791144,0.000004586681,0.0002352085,0.9920549,0.0002711324,0.0004348707,0.0008242946,0.005477453,0.00001330968],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604754,0.0006541623,0.01965277,0.007487027,0.0001565761,0.002260207,0.0001628637,0.00004823888,0.00910266],"genre_scores_gemma":[0.9848627,0.0006822272,0.0078872,0.002157229,0.00003180387,0.002219032,0.00006749677,0.00003856758,0.002053774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07739795,"threshold_uncertainty_score":0.4093243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950646736628661,"score_gpt":0.5444468667745045,"score_spread":0.3493821931116384,"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."}}