{"id":"W2792395543","doi":"10.14745/ccdr.v43i12a03","title":"Assessing uptake of national HIV screening and testing guidance—Part 1: Awareness, use and usefulness","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada","keywords":"Family medicine; Medicine; Health care; Agency (philosophy); Human immunodeficiency virus (HIV); Public health; Nursing; Sample (material)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005364054,0.0003831484,0.0004200812,0.001794196,0.001182901,0.001415054,0.001266678,0.0005428722,0.003437661],"category_scores_gemma":[0.0158644,0.0003298243,0.00100866,0.001997894,0.000577824,0.000693656,0.001424195,0.001039143,0.0004547759],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119818,"about_ca_system_score_gemma":0.02544824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7560888,"about_ca_topic_score_gemma":0.8712887,"domain_scores_codex":[0.9953911,0.0005655857,0.0004908938,0.0001814116,0.002872154,0.0004987769],"domain_scores_gemma":[0.9884424,0.001709846,0.00218731,0.0003409135,0.00581745,0.001502145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523818,0.0005008854,0.8759477,0.001486524,0.0001819563,0.0001002552,0.005072323,0.0005358915,0.0003673912,0.0002682604,0.01427731,0.1011091],"study_design_scores_gemma":[0.00002054852,0.0001503727,0.9885355,0.0004019686,0.00006713265,0.00007463493,0.001868493,0.000502342,0.0002227219,0.00006163036,0.008066613,0.00002818744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377679,0.003218519,0.001675909,0.00270229,0.00009085907,0.004581904,0.01910553,0.0002090401,0.03064793],"genre_scores_gemma":[0.9712118,0.002753139,0.00957189,0.0008314061,0.00003521342,0.001778569,0.009242085,0.00002317537,0.004552737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9888018,"threshold_uncertainty_score":0.4906953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1860278214893797,"score_gpt":0.3855209023729456,"score_spread":0.1994930808835659,"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."}}