{"id":"W2438912292","doi":"10.1097/qai.0000000000000863","title":"Implementation and Operational Research","year":2015,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Confidence interval; Viral load; Proportional hazards model; Demography; Human immunodeficiency virus (HIV); Internal medicine; Gerontology; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04440733,0.001035708,0.0009151319,0.003831659,0.001920458,0.009632783,0.003102328,0.001753357,0.04153412],"category_scores_gemma":[0.09859058,0.0005927326,0.001061559,0.008021148,0.006213776,0.009526103,0.004879169,0.002622858,0.01107805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007953149,"about_ca_system_score_gemma":0.02096188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213088,"about_ca_topic_score_gemma":0.002201118,"domain_scores_codex":[0.9532393,0.03027342,0.002831201,0.004170462,0.007062438,0.002423135],"domain_scores_gemma":[0.914956,0.04340173,0.006308955,0.01342082,0.0190481,0.002864259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544553,0.0003432831,0.01156831,0.001530464,0.0001029799,0.0001444625,0.00197349,0.004823498,0.000353939,0.6806396,0.03933111,0.2590345],"study_design_scores_gemma":[0.0001507184,0.0005399688,0.01019249,0.00398238,0.00009457953,0.000389781,0.009509443,0.01384248,0.001014341,0.435927,0.5242702,0.0000867366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03697699,0.009596077,0.2404996,0.0394379,0.001957575,0.004297767,0.003517225,0.0009604597,0.6627564],"genre_scores_gemma":[0.7665924,0.01115472,0.1431216,0.00677217,0.001995683,0.005873958,0.005461327,0.0006269476,0.05840114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04440733,"threshold_uncertainty_score":0.2348512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043778914575766,"score_gpt":0.4353109230300084,"score_spread":0.3309330315724318,"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."}}