{"id":"W2011645115","doi":"10.1503/cmaj.113-2113","title":"A clinical opportunity for routine HIV testing","year":2013,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Human immunodeficiency virus (HIV); Computer science; Medicine; HIV screening; Publishing; Data science; Family medicine; Men who have sex with men; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004840214,0.0009757975,0.000907433,0.0007382776,0.005629497,0.004246018,0.001850521,0.03694615,0.03042334],"category_scores_gemma":[0.03585551,0.0007154553,0.00131296,0.0003910101,0.004988218,0.006724549,0.004262486,0.05652553,0.01251349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004267411,"about_ca_system_score_gemma":0.0119211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100582,"about_ca_topic_score_gemma":0.02889889,"domain_scores_codex":[0.9922689,0.002628483,0.0004104446,0.0007354549,0.002773141,0.00118366],"domain_scores_gemma":[0.9745365,0.0060045,0.0007561307,0.0008915535,0.004633924,0.01317722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000148891,0.0000281266,0.0001605323,0.0000224538,0.00000405019,0.001020711,0.00006167124,0.0000104882,0.00006938025,0.0009638274,0.9929066,0.004737373],"study_design_scores_gemma":[0.00006689105,0.00006744461,0.0008382176,0.0003945225,0.00001041691,0.004939924,0.0005841005,0.00007679079,0.00008693922,0.004680951,0.9881994,0.00005456802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001262598,0.001360599,0.0001267598,0.9668665,0.02688164,0.00001227926,0.00001467911,0.00004185212,0.004569484],"genre_scores_gemma":[0.003918319,0.001598445,0.0005678615,0.9376076,0.04258282,0.0000350497,0.00002860733,0.00004250407,0.01361872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03694615,"threshold_uncertainty_score":0.1017762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3089950438916368,"score_gpt":0.4767940758554311,"score_spread":0.1677990319637943,"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."}}