{"id":"W3087172894","doi":"10.1007/s13346-020-00848-8","title":"Exploration into the opinions of patients with HIV, healthcare professionals and the lay public of the use of microneedles in clinical practice: highlighting the translational potential for their role in HIV infection","year":2020,"lang":"en","type":"article","venue":"Drug Delivery and Translational Research","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Queen's University; Department for the Economy","keywords":"Demographics; Dosing; Focus group; Medicine; Human immunodeficiency virus (HIV); Health professionals; Qualitative research; Antiretroviral therapy; Clinical Practice; Health care; Family medicine; Pharmacology; Viral load; Business; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002687773,0.0001129415,0.0002050118,0.00008953047,0.0004393148,0.00001626908,0.0001973806,0.0001130711,0.00001722275],"category_scores_gemma":[0.000350724,0.00005548094,0.00007516646,0.0004141042,0.001044519,0.000506898,0.00005153557,0.0008240632,3.056662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001138899,"about_ca_system_score_gemma":0.0002706724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013928,"about_ca_topic_score_gemma":0.0003203792,"domain_scores_codex":[0.995711,0.002722774,0.0006714148,0.0002178548,0.0004667,0.0002102395],"domain_scores_gemma":[0.9918288,0.007197161,0.0002204205,0.0001128862,0.0005886775,0.00005204855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02488057,0.002105683,0.7474028,0.000766918,0.0005892919,0.000001306305,0.08799954,0.04133947,0.0009387236,0.04661384,0.0005091189,0.04685272],"study_design_scores_gemma":[0.02174751,0.0003961587,0.7960774,0.0003745366,0.0001991584,0.000003293453,0.01007416,0.1220292,0.002861157,0.0107217,0.03517899,0.0003368186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889773,0.001232431,0.001358629,0.1061197,0.00009743451,0.001831834,0.0003589706,0.000003823126,0.00001988562],"genre_scores_gemma":[0.9978299,0.0009782321,0.0003565069,0.0005041832,0.00005633947,0.0001236634,0.0001322095,0.000009854225,0.000009141653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088526,"threshold_uncertainty_score":0.3848572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272887809673882,"score_gpt":0.4771687808132826,"score_spread":0.2498799998458944,"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."}}