{"id":"W4327581187","doi":"10.1097/qad.0000000000003526","title":"Estimated cost-effectiveness of point-of-care testing in community pharmacies vs. self-testing and standard laboratory testing for HIV","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta; Ottawa Hospital; Memorial University of Newfoundland; University of Manitoba","funders":"","keywords":"Point-of-care testing; Medicine; Pharmacy; Cost effectiveness; Health care; Cost–benefit analysis; Family medicine; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002060245,0.0001223611,0.0003956531,0.0003155155,0.0001686568,0.00001617161,0.0001039749,0.00004974615,0.000007097554],"category_scores_gemma":[0.01944828,0.0001172785,0.00005040066,0.001591683,0.0001349089,0.0001345058,0.0001320842,0.0003261986,0.00000204378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008246502,"about_ca_system_score_gemma":0.0002220002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394364,"about_ca_topic_score_gemma":0.00001026932,"domain_scores_codex":[0.998612,0.0003971936,0.0003501954,0.0001461882,0.0001999868,0.0002944389],"domain_scores_gemma":[0.9922649,0.006232425,0.0001083715,0.0001909917,0.001100186,0.0001031421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003160512,0.0001263993,0.85557,0.006076778,0.00007007687,0.00001764116,0.0008645092,0.00005022367,0.106336,0.00003306526,0.0002283945,0.03031092],"study_design_scores_gemma":[0.01130269,0.02021336,0.7054905,0.01637172,0.0002945884,0.00004293492,0.006322858,0.0643687,0.1744517,0.0005192537,0.0002261501,0.0003954622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968686,0.0002741931,0.0003376517,0.0000262834,0.00001989419,0.001012284,0.000335024,0.0001596277,0.000966521],"genre_scores_gemma":[0.9790321,0.000007194951,0.02068384,0.000008451349,0.00001678352,0.0001348666,0.00006226774,0.00002584344,0.00002865646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1500794,"threshold_uncertainty_score":0.9888113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09763385086522422,"score_gpt":0.4146066672856548,"score_spread":0.3169728164204306,"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."}}