{"id":"W2763998052","doi":"10.1136/sextrans-2017-053195","title":"Observational study of the populations accessing rapid point-of-care HIV testing in Winnipeg, Manitoba, Canada, through a retrospective chart review of site records","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"University of Manitoba","keywords":"Point-of-care testing; Medicine; Human immunodeficiency virus (HIV); Retrospective cohort study; Hiv test; Observational study; Medical record; Viral load; Population; Internal medicine; Immunology; Health services; Health facility; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416629,0.0001550164,0.0004909789,0.0001508909,0.0004778591,0.00001949128,0.0002652797,0.00005670775,0.000255256],"category_scores_gemma":[0.002007636,0.0001266288,0.000162677,0.0008081376,0.0001849909,0.000384648,0.00005930692,0.0004201557,0.000001034717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287085,"about_ca_system_score_gemma":0.0008751235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2751319,"about_ca_topic_score_gemma":0.7031643,"domain_scores_codex":[0.9979274,0.000197594,0.0008645777,0.0002483428,0.000540272,0.0002217711],"domain_scores_gemma":[0.997467,0.0001437774,0.0004849797,0.0006952083,0.001147078,0.00006196827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002395001,0.0008192171,0.9896675,0.00187975,0.0001196036,0.00000335577,0.001271201,0.0000157191,0.0009148627,0.0002584933,0.001522738,0.003503586],"study_design_scores_gemma":[0.001120698,0.001354985,0.9871547,0.007368173,0.0001684672,0.000009389975,0.001902168,0.0002118645,0.0001979981,0.000139931,0.0002721385,0.0000994433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857871,0.001153459,0.0003896982,0.001884418,0.0001705318,0.001607094,0.0002982629,0.00001952491,0.008689946],"genre_scores_gemma":[0.9986278,0.0001715854,0.0005252725,0.00009740459,0.00005997012,0.00008549999,0.00007431898,0.00001974874,0.0003383748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280323,"threshold_uncertainty_score":0.729695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188121865774682,"score_gpt":0.3715398760415951,"score_spread":0.2527276894641268,"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."}}