{"id":"W2606385167","doi":"10.17269/cjph.108.5753","title":"Improving linkage to HIV care at low-threshold STI/HIV testing sites: An evaluation of the Immediate Staging Pilot Project in Vancouver, British Columbia","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control","keywords":"Human immunodeficiency virus (HIV); Linkage (software); Medicine; HIV diagnosis; Family medicine; Antiretroviral therapy; Viral load; Genetics; Biology","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":[0.007509973,0.0009206346,0.001119531,0.0008410765,0.008793981,0.002641792,0.00453354,0.001267722,0.00366883],"category_scores_gemma":[0.01155538,0.0008954215,0.0006034824,0.001546663,0.002514108,0.0008885665,0.004561192,0.002624486,0.0004121967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03381762,"about_ca_system_score_gemma":0.1576146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598339,"about_ca_topic_score_gemma":0.985944,"domain_scores_codex":[0.9938037,0.002195267,0.0002391874,0.0004062334,0.001128152,0.002227322],"domain_scores_gemma":[0.9854912,0.001975533,0.0005401464,0.0007688524,0.003902917,0.007321379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01001475,0.03632504,0.3602407,0.001948996,0.0005444844,0.002788182,0.06172829,0.007998623,0.006058534,0.002332136,0.02390337,0.4861169],"study_design_scores_gemma":[0.006277086,0.02327438,0.853084,0.0011796,0.0008192366,0.000473147,0.0874556,0.005548847,0.002155338,0.00135215,0.01807521,0.0003053885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890855,0.0002335014,0.0003203613,0.001504239,0.00004432348,0.003621215,0.000502353,0.0000521851,0.004636274],"genre_scores_gemma":[0.984558,0.0007806627,0.004140455,0.000893304,0.00002442559,0.003207565,0.0007443753,0.00002170957,0.005629511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04016614,"threshold_uncertainty_score":0.2453651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218074993505454,"score_gpt":0.3742313822540403,"score_spread":0.2524238829034949,"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."}}