{"id":"W2009882151","doi":"10.1097/qai.0000000000000492","title":"Implementation and Operational Research","year":2014,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; U.S. Public Health Service","keywords":"Medicine; Outreach; Antiretroviral therapy; Lost to follow-up; Family medicine; Human immunodeficiency virus (HIV); Quarter (Canadian coin); Pediatrics; Viral load; Internal 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":[0.04637576,0.001047188,0.0008008609,0.003524869,0.002485121,0.008860566,0.003085528,0.001489566,0.04524112],"category_scores_gemma":[0.09587993,0.0005778246,0.001147719,0.006392738,0.005029626,0.007433764,0.004675678,0.00241416,0.008176436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034984,"about_ca_system_score_gemma":0.02648504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007428278,"about_ca_topic_score_gemma":0.003129403,"domain_scores_codex":[0.9473405,0.03443636,0.003157375,0.003976784,0.007335546,0.003753482],"domain_scores_gemma":[0.9221203,0.0388298,0.004992878,0.01018746,0.01997336,0.00389613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003355274,0.001058331,0.02215178,0.002002838,0.0001355219,0.000259439,0.003726704,0.007277769,0.0006051767,0.5879702,0.04685338,0.3276234],"study_design_scores_gemma":[0.0003898462,0.001900429,0.02585975,0.005076081,0.0001768363,0.000620023,0.03172544,0.02756169,0.002377396,0.3484971,0.5556731,0.0001423724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07569566,0.004005257,0.1741772,0.02575812,0.001396547,0.009100662,0.003965986,0.0009808821,0.7049197],"genre_scores_gemma":[0.8342636,0.003224657,0.1053748,0.003993684,0.0007249184,0.007618839,0.004105212,0.0003579586,0.04033631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04637576,"threshold_uncertainty_score":0.2452614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172643641563587,"score_gpt":0.4075030305347213,"score_spread":0.3557765941190855,"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."}}