{"id":"W4283587189","doi":"10.3390/pathogens11070724","title":"Point-of-Care Tests for HIV Drug Resistance Monitoring: Advances and Potentials","year":2022,"lang":"en","type":"article","venue":"Pathogens","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Point-of-care testing; HIV drug resistance; Human immunodeficiency virus (HIV); Medicine; Drug resistance; Antiretroviral therapy; Turnaround time; Regimen; Intensive care medicine; Viral load; Virology; Computer science; Immunology; Surgery; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007390792,0.001411925,0.001267273,0.004235037,0.0004674987,0.003595261,0.001730876,0.002142513,0.004156528],"category_scores_gemma":[0.007071482,0.0005289417,0.00109086,0.002493141,0.001244781,0.003541834,0.001395627,0.002971524,0.00258642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008500317,"about_ca_system_score_gemma":0.001530137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187509,"about_ca_topic_score_gemma":0.001862287,"domain_scores_codex":[0.9944704,0.002100139,0.0002463577,0.0006000769,0.002328329,0.0002547845],"domain_scores_gemma":[0.9933918,0.003242076,0.0007458783,0.0003377768,0.001898434,0.0003840991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003462957,0.000291251,0.01106543,0.00480627,0.000160239,0.000329784,0.0002249277,0.0006874363,0.01853852,0.007280329,0.01655359,0.939716],"study_design_scores_gemma":[0.000125597,0.002595855,0.02408887,0.008220686,0.0008885824,0.0128376,0.001136709,0.009448543,0.07259852,0.02065211,0.8469232,0.0004836766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00937162,0.913986,0.04733737,0.01038209,0.001576943,0.000305617,0.0007037394,0.0005620744,0.01577461],"genre_scores_gemma":[0.1100187,0.7386754,0.132704,0.006442029,0.003162781,0.0003365812,0.001480027,0.0001390483,0.007041334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007390792,"threshold_uncertainty_score":0.03908676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368905981681706,"score_gpt":0.279121240069451,"score_spread":0.265432180252634,"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."}}