{"id":"W2266266577","doi":"10.1089/aid.2014.5620.abstract","title":"How Canadian Service Providers Understand, and Incorporate, Biomedical Knowledge of HIV into their Prevention Work and their Own Sexual Practices","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Public Health Association; Canadian AIDS Society; University of Windsor; Canadian AIDS Treatment Information Exchange","funders":"","keywords":"Windsor; Alliance; Reproductive health; Sociology; Human immunodeficiency virus (HIV); Library science; Gerontology; Media studies; Medicine; Political science; Law; Population; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005198724,0.0002654542,0.0003749155,0.0008139264,0.00695308,0.006285325,0.001667901,0.001556968,0.02250734],"category_scores_gemma":[0.02093879,0.0004250106,0.0005451147,0.001532095,0.001823011,0.003501646,0.003137698,0.003303463,0.002470852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02388936,"about_ca_system_score_gemma":0.07362228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7842616,"about_ca_topic_score_gemma":0.8614806,"domain_scores_codex":[0.9945744,0.002016969,0.0001179755,0.0002675338,0.001391217,0.001632004],"domain_scores_gemma":[0.9903866,0.001713665,0.0008952487,0.000331365,0.00249634,0.004176843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001156472,0.0008350644,0.2801835,0.0006927868,0.00007184107,0.00121009,0.2309083,0.0002422822,0.0005885868,0.004234054,0.1292542,0.3516635],"study_design_scores_gemma":[0.00007070278,0.0002771636,0.2243021,0.004391135,0.0001391019,0.001363345,0.4793096,0.000775583,0.000291987,0.002803483,0.286113,0.0001628767],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6349731,0.009625814,0.001217102,0.1665231,0.000665326,0.0003860633,0.001127155,0.0001284766,0.1853538],"genre_scores_gemma":[0.9412535,0.01289175,0.002419614,0.02182893,0.0001257535,0.0001514306,0.0005164718,0.00008981039,0.0207228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2157384,"threshold_uncertainty_score":0.4340178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133906361784571,"score_gpt":0.3887308570811753,"score_spread":0.2753402209027181,"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."}}