{"id":"W1585185845","doi":"10.17269/cjph.105.4128","title":"A systematic review of HIV testing among Canadian populations","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Population; Public health; Demography; Family medicine; Critical appraisal; Human immunodeficiency virus (HIV); Gerontology; Environmental health; Alternative medicine; Pathology","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":[0.01317547,0.002032503,0.00942283,0.01375631,0.001521746,0.004236063,0.003395236,0.002182842,0.004902578],"category_scores_gemma":[0.07072567,0.001567463,0.008634107,0.02025555,0.001487707,0.002322134,0.002351043,0.002086193,0.0002132293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02208633,"about_ca_system_score_gemma":0.07030441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3840037,"about_ca_topic_score_gemma":0.6800076,"domain_scores_codex":[0.9872477,0.00344269,0.004780496,0.0008528293,0.00313824,0.0005379243],"domain_scores_gemma":[0.9712809,0.01707926,0.00494821,0.000534287,0.005448292,0.0007090877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002611733,0.0000198444,0.001719604,0.9432073,0.02016697,0.0001266279,0.0004279711,0.0001155761,0.00008583921,0.0002223987,0.00254753,0.03109921],"study_design_scores_gemma":[0.0005362209,0.0001418454,0.01039385,0.7952144,0.1706949,0.0002914126,0.0004755418,0.00006941898,0.00009442475,0.0002578493,0.02176287,0.00006732715],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009839515,0.9973466,0.00007724254,0.0002621183,0.0001117825,0.0003618965,0.00052115,0.000005730728,0.0003293807],"genre_scores_gemma":[0.02158375,0.9759458,0.0008142728,0.0007724412,0.00004961243,0.0004026607,0.0002810006,0.000005280497,0.0001451641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6159964,"threshold_uncertainty_score":0.763537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2269103623637082,"score_gpt":0.4382620484778689,"score_spread":0.2113516861141607,"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."}}