{"id":"W2346741829","doi":"10.1186/s12911-016-0290-7","title":"Survival functions for defining a clinical management Lost To Follow-Up (LTFU) cut-off in Antiretroviral Therapy (ART) program in Zomba, Malawi","year":2016,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Lost to follow-up; Antiretroviral therapy; Confidence interval; Family medicine; Human immunodeficiency virus (HIV); Surgery; Internal medicine; Viral load","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800991,0.0001703159,0.0004651449,0.0005462473,0.00008524013,0.00008544067,0.0001889776,0.0001726727,0.0003975334],"category_scores_gemma":[0.002333574,0.0001079365,0.0002272219,0.0004479531,0.0001108583,0.0002123459,0.0002195317,0.0002776503,0.0002417907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006762211,"about_ca_system_score_gemma":0.0001628767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004837922,"about_ca_topic_score_gemma":0.0004336201,"domain_scores_codex":[0.9968711,0.00007916146,0.001409817,0.0002304733,0.0008905162,0.000518902],"domain_scores_gemma":[0.9972858,0.001743203,0.0001163552,0.0002964615,0.0001070684,0.0004510916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001388008,0.0003002774,0.06304687,0.0001267036,0.00003101339,0.00001978995,0.000112526,0.00000217027,0.000001415206,0.000832051,0.01428512,0.919854],"study_design_scores_gemma":[0.06996811,0.02611931,0.1393988,0.02584179,0.0001128513,0.00009591746,0.006813241,0.4146223,0.00001412734,0.004162482,0.3116906,0.00116038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6118422,0.0001461361,0.3798495,0.0002241325,0.0002924516,0.001346772,0.00001982241,0.00003694068,0.006242049],"genre_scores_gemma":[0.7386921,0.001799343,0.2511314,0.001252627,0.0002440576,0.0004059369,0.00005474866,0.00005138188,0.006368404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9186937,"threshold_uncertainty_score":0.4401524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09095542927991554,"score_gpt":0.4430629401093883,"score_spread":0.3521075108294728,"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."}}