{"id":"W7098077360","doi":"","title":"Open Access Towards targeted screening for acute HIV infections in British Columbia","year":2013,"lang":"en","type":"article","venue":"","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroconversion; Human immunodeficiency virus (HIV); Drug resistance; HIV diagnosis; Hiv test; Sida; Men who have sex with men; Nucleic acid test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222726,0.0002369028,0.0002061945,0.001379179,0.001717987,0.002248466,0.001363863,0.000741093,0.01606594],"category_scores_gemma":[0.006787588,0.000206341,0.0001732289,0.001933876,0.000851134,0.000510941,0.001518543,0.0006819018,0.001032014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235672,"about_ca_system_score_gemma":0.02887394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9218348,"about_ca_topic_score_gemma":0.9385191,"domain_scores_codex":[0.998391,0.0002585828,0.0001009032,0.0001543356,0.0005077127,0.0005874521],"domain_scores_gemma":[0.9920317,0.0008282649,0.001051824,0.0003251716,0.003465239,0.002297811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003709577,0.0002972862,0.6273275,0.0006075301,0.0000446203,0.001836164,0.001701048,0.0004322981,0.001355938,0.001516506,0.08282646,0.2816837],"study_design_scores_gemma":[0.0001256148,0.0001677339,0.8893062,0.0009104179,0.0000521975,0.001740189,0.003274479,0.001232788,0.00045027,0.0005575821,0.1021343,0.00004822087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934,0.02067549,0.004010163,0.02918729,0.0007946534,0.000996829,0.01521122,0.000670167,0.1350541],"genre_scores_gemma":[0.9541032,0.007406268,0.004598971,0.00663759,0.0002537804,0.0002305115,0.004739441,0.00005950677,0.02197072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07816523,"threshold_uncertainty_score":0.1572511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826643379626332,"score_gpt":0.3514565638159466,"score_spread":0.3131901300196833,"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."}}