{"id":"W2147547300","doi":"10.1086/512088","title":"High Rates of Forward Transmission Events after Acute/Early HIV‐1 Infection","year":2007,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":651,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Hôtel-Dieu de Montréal; Fonds de Recherche du Québec - Santé; Hôpital Saint-Luc; McGill University Health Centre; Hôpital Notre-Dame; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Human immunodeficiency virus (HIV); Transmission (telecommunications); Virology; Medicine; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003765358,0.0001204824,0.0002318876,0.0001766086,0.0001249575,0.000006307666,0.0001026939,0.00007747578,0.000432624],"category_scores_gemma":[0.00004974502,0.00006782872,0.000200393,0.0001397523,0.000115043,0.0001340609,0.00002195022,0.0002122769,0.0001243765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005991276,"about_ca_system_score_gemma":0.00007390489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152854,"about_ca_topic_score_gemma":0.00002154604,"domain_scores_codex":[0.9990264,0.0002204303,0.0003565272,0.00006739717,0.00008811051,0.0002411463],"domain_scores_gemma":[0.9991545,0.0002331553,0.000233994,0.000123861,0.0001868614,0.00006759448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006322222,0.001423649,0.9239205,0.00004695429,0.002052777,0.00007042696,0.0006557826,0.00005226358,0.03965311,0.00003496546,0.001914859,0.02385256],"study_design_scores_gemma":[0.002998399,0.001757679,0.9397323,0.00009046162,0.0005565744,0.0002898828,0.00003627999,3.381891e-7,0.05243569,0.0006526136,0.001362033,0.00008775299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942351,0.002533493,0.002556367,0.0001002799,0.0002626243,0.0001495497,0.00005072697,0.00001415335,0.0000977174],"genre_scores_gemma":[0.9987195,0.0009045938,0.00001385427,0.00002661301,0.00004969954,0.000003756899,0.00001481765,0.0000100926,0.0002570358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02376481,"threshold_uncertainty_score":0.4736929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006150040105104239,"score_gpt":0.267437763360965,"score_spread":0.2612877232558607,"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."}}