{"id":"W2888836631","doi":"10.14745/ccdr.v40i18a04","title":"A pilot behavioural and biological surveillance survey for HIV and other bloodborne infections among Aboriginal people in Regina, Saskatchewan","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region; CAAN Communities, Alliances & Network; First Nations University of Canada; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Medicine; Syphilis; Environmental health; Public health surveillance; Human immunodeficiency virus (HIV); Demography; Gerontology; Family medicine","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":[0.0009760449,0.0004121114,0.0002495369,0.0008611928,0.001524633,0.000549613,0.000974172,0.0003671677,0.001804726],"category_scores_gemma":[0.0008491202,0.0003624724,0.0003888515,0.001517263,0.0004192287,0.0002813221,0.001045105,0.0004050163,0.000728515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00556744,"about_ca_system_score_gemma":0.01083584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8991068,"about_ca_topic_score_gemma":0.9586018,"domain_scores_codex":[0.9994332,0.0001422035,0.00006242458,0.00007892343,0.0001041986,0.0001789805],"domain_scores_gemma":[0.9991218,0.0000691442,0.0001018973,0.00005794241,0.0004226924,0.0002263763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259002,0.0004441346,0.9616455,0.0002741312,0.00009239765,0.0008328671,0.01011144,0.0003855467,0.004315879,0.00007995177,0.004201781,0.01729045],"study_design_scores_gemma":[0.00002783304,0.0002444369,0.9899294,0.00005088483,0.00001966832,0.0001360144,0.007387013,0.0001792096,0.0001644117,0.00001656695,0.001830412,0.00001410464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886366,0.0001415447,0.0001524567,0.0001767306,0.00000773354,0.0008694087,0.007442037,0.00002433586,0.002549225],"genre_scores_gemma":[0.9858863,0.0005029552,0.001642782,0.0004950383,0.000008258369,0.001472727,0.005343616,0.000008847102,0.004639466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008932,"threshold_uncertainty_score":0.2029747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04500019065971247,"score_gpt":0.3181211599624648,"score_spread":0.2731209693027523,"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."}}