{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026776,0.0006329357,0.0004954889,0.002403187,0.002125832,0.001200562,0.001714518,0.0003368913,0.001141589],"category_scores_gemma":[0.002985544,0.000968684,0.0003636613,0.005167542,0.0008504761,0.0004552605,0.001270597,0.0005518148,0.0002692819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01716653,"about_ca_system_score_gemma":0.02458058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610673,"about_ca_topic_score_gemma":0.9699501,"domain_scores_codex":[0.9986212,0.0001637253,0.0001544775,0.0002932349,0.0005067404,0.0002605602],"domain_scores_gemma":[0.9966606,0.0001544802,0.00128504,0.0001366464,0.001269304,0.0004940221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003663528,0.00003545656,0.997084,0.00007279094,0.00007105106,0.000138634,0.0007060064,0.00004279375,0.0001804363,0.00002575575,0.0003782393,0.001228201],"study_design_scores_gemma":[0.00001488808,0.00008750729,0.9969822,0.00005413822,0.00003862783,0.00020155,0.001583359,0.0001119751,0.00007629698,0.00001025242,0.0008302025,0.000009180455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903903,0.0008255916,0.0003157443,0.0001034987,0.000008521367,0.0005886619,0.0068024,0.00001082934,0.0009543687],"genre_scores_gemma":[0.9943076,0.000909252,0.0006513626,0.0002227989,0.000008820368,0.0003030259,0.00288653,0.000006374485,0.0007042809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03893268,"threshold_uncertainty_score":0.1245524,"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."}}