{"id":"W2903831317","doi":"10.14745/ccdr.v44i12a05","title":"Evidence for optimal HIV screening and testing intervals in HIV-negative individuals from various risk groups: A systematic review","year":2018,"lang":"en","type":"review","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Population; Cochrane Library; Scopus; Context (archaeology); MEDLINE; EconLit; Human immunodeficiency virus (HIV); Meta-analysis; Data extraction; Systematic review; Demography; Family medicine; Environmental health; Internal medicine","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":[0.0159525,0.001769926,0.00956528,0.01308,0.0009783035,0.004346728,0.002961722,0.0032218,0.007100616],"category_scores_gemma":[0.09362949,0.001385695,0.01051065,0.01280716,0.001209653,0.003699696,0.002122153,0.002110236,0.0004290262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008754594,"about_ca_system_score_gemma":0.02527716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108587,"about_ca_topic_score_gemma":0.05984159,"domain_scores_codex":[0.9842961,0.006214108,0.00522637,0.0007587426,0.003052237,0.0004525288],"domain_scores_gemma":[0.9372912,0.04764707,0.009407791,0.0005939829,0.004386267,0.0006737316],"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":[0.0001829943,0.00001503486,0.0005260858,0.9622252,0.005895262,0.00005580649,0.000220974,0.00008541549,0.00004710882,0.0002744713,0.001155307,0.02931632],"study_design_scores_gemma":[0.0002074562,0.00007970727,0.00158314,0.958225,0.03083478,0.0001218824,0.0002719335,0.0000480357,0.00006426128,0.0002661147,0.008274788,0.00002299388],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000996872,0.9964368,0.000206051,0.0005926965,0.0001330437,0.0005589386,0.0005048481,0.000009596461,0.0005612493],"genre_scores_gemma":[0.01533014,0.9814464,0.00107728,0.0007858461,0.00006437322,0.0009151038,0.00026028,0.000006063593,0.0001143514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02108587,"threshold_uncertainty_score":0.0843659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1664976797233633,"score_gpt":0.4107632990087929,"score_spread":0.2442656192854297,"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."}}