{"id":"W2106943062","doi":"10.1093/cid/cit261","title":"Reply to Gonzalez-Serna et al","year":2013,"lang":"fr","type":"letter","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Wellcome Trust","keywords":"Columbia university; Medicine; Demography; Human immunodeficiency virus (HIV); Resistance (ecology); Demographics; Drug resistance; Test (biology); Epidemiology; CONTEST; Gerontology; History; Family medicine; Political science; Media studies; Sociology; Internal medicine; Law","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":[0.008588623,0.001433248,0.002275558,0.001180525,0.002765459,0.004980622,0.004458096,0.0426589,0.009369914],"category_scores_gemma":[0.07324375,0.001021216,0.001893783,0.001188598,0.004587545,0.009930341,0.002911904,0.06357124,0.006874662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004120539,"about_ca_system_score_gemma":0.005502021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005393252,"about_ca_topic_score_gemma":0.004164957,"domain_scores_codex":[0.9952222,0.001473233,0.0006180844,0.0008849649,0.001360711,0.0004408223],"domain_scores_gemma":[0.972152,0.015775,0.001671975,0.0008866696,0.006930629,0.00258381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002168069,0.00001174573,0.0001550889,0.00006647571,0.00001162413,0.0001956266,0.00007487299,0.00004022968,0.0000213126,0.0008095562,0.9965094,0.002082349],"study_design_scores_gemma":[0.00007555602,0.00003754615,0.0006249566,0.0005521335,0.00003660511,0.001405015,0.0006680351,0.0003564093,0.0002448377,0.00656812,0.9893171,0.0001137269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001004615,0.001840729,0.00009425291,0.9411389,0.05632371,0.000007813314,0.00005987794,0.00003168856,0.0004025427],"genre_scores_gemma":[0.001344217,0.001430688,0.0001297672,0.9481524,0.04736542,0.0000284754,0.00002404505,0.00002539569,0.001499477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0426589,"threshold_uncertainty_score":0.04542154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755335508100887,"score_gpt":0.3706619075548166,"score_spread":0.3331085524738077,"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."}}