{"id":"W2918022660","doi":"10.14745/ccdr.v44i12a03","title":"HIV in Canada—Surveillance Report, 2017","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; Department of Health, Western Cape Government; Institut National de Santé Publique du Québec; Nova Scotia Department of Health and Wellness; Ministry of Health, Saskatchewan; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Population; Demography; Medicine; Public health surveillance; Ethnic group; Immigration; Human immunodeficiency virus (HIV); Geography; Refugee; Environmental health; Family medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005371229,0.0001708965,0.0004065807,0.00008752852,0.0002143621,0.00002313147,0.0003849498,0.00003365806,0.001002648],"category_scores_gemma":[0.001872163,0.0001660075,0.0001015933,0.000308452,0.0001549742,0.00008130707,0.0002170231,0.0003677071,0.00001276279],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048091,"about_ca_system_score_gemma":0.03692898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991853,"about_ca_topic_score_gemma":0.999943,"domain_scores_codex":[0.9974489,0.0001326301,0.0007412992,0.0003417801,0.0007523992,0.0005829562],"domain_scores_gemma":[0.9956322,0.00008648925,0.0002015598,0.002589595,0.0004173928,0.001072762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007274678,0.00006188411,0.3652179,0.00005484936,0.00004720383,0.05389662,0.000006398171,0.000003069984,0.00002504948,0.00002111011,0.5800455,0.0005477652],"study_design_scores_gemma":[0.0005112822,0.00007228171,0.3566673,0.0002606143,0.00002123697,0.002089693,0.0001638487,0.00131462,0.00005399061,0.00002859313,0.6386234,0.0001930875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6843579,0.003590269,0.00006001829,0.01468482,0.0003530561,0.0008400504,0.0003159146,0.00006407241,0.2957339],"genre_scores_gemma":[0.9428602,0.0001001569,0.00008018382,0.0004654661,0.000100949,0.00005328298,0.0005065679,0.00002486489,0.05580826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585024,"threshold_uncertainty_score":0.9999106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452962293925746,"score_gpt":0.3127753938521322,"score_spread":0.2882457709128747,"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."}}