{"id":"W4234237116","doi":"10.22374/cjgim.v10i1.20","title":"HIV Testing: Support for Routine Screening","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; HIV screening; Human immunodeficiency virus (HIV); Task force; HIV diagnosis; Disease control; Family medicine; Transmission (telecommunications); Intensive care medicine; Antiretroviral therapy; Viral load; Men who have sex with men; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0158671,0.000367904,0.0006924153,0.001770974,0.001230458,0.003767688,0.002813291,0.004053914,0.02291618],"category_scores_gemma":[0.1742594,0.0003762709,0.0008358558,0.001397645,0.002000606,0.003089924,0.002371613,0.00802218,0.003836376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003316657,"about_ca_system_score_gemma":0.0151499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589482,"about_ca_topic_score_gemma":0.02491049,"domain_scores_codex":[0.9816231,0.00883963,0.001921713,0.001311605,0.005391417,0.0009125997],"domain_scores_gemma":[0.8620899,0.07880738,0.01219953,0.003592397,0.02972423,0.01358658],"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":[0.0000833575,0.0001081516,0.01036909,0.004228803,0.0001540776,0.0004806259,0.0005172126,0.0002296892,0.0001257467,0.01277056,0.4796544,0.4912783],"study_design_scores_gemma":[0.0001866598,0.0002065966,0.02642923,0.06318277,0.0004153272,0.002059205,0.001440581,0.0007148901,0.0002936977,0.02476709,0.8802014,0.0001026042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002127375,0.06745004,0.001448866,0.8806268,0.006164609,0.00006605887,0.0005584252,0.0001214565,0.04143631],"genre_scores_gemma":[0.2037189,0.3109314,0.0151965,0.4086642,0.04879827,0.000381245,0.002422729,0.0002260086,0.009660801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02291618,"threshold_uncertainty_score":0.08391422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326829981385329,"score_gpt":0.3761384132006776,"score_spread":0.2434554150621447,"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."}}