{"id":"W7016000426","doi":"","title":"Viral and host factors involved in rapid HIV-1 disease progression","year":2014,"lang":"ca","type":"dissertation","venue":"Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation; Generalitat de Catalunya; Canadian Institutes of Health Research; China Scholarship Council; Styrelsen för Internationellt Utvecklingssamarbete; Centre Hospitalier Universitaire Vaudois; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Human immunodeficiency virus (HIV); Disease; Viral infection; Antiretroviral therapy","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":[0.0005898213,0.0003655843,0.0002835426,0.0007742355,0.0003036938,0.001205054,0.0001570687,0.0004406678,0.005258078],"category_scores_gemma":[0.001239093,0.0002248809,0.0002924867,0.0004513644,0.0003388055,0.000522551,0.0003709228,0.0005458372,0.0005741967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738133,"about_ca_system_score_gemma":0.0003672452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110446,"about_ca_topic_score_gemma":0.0008401466,"domain_scores_codex":[0.9996057,0.0001181279,0.00003179466,0.00006246549,0.00009457434,0.00008733245],"domain_scores_gemma":[0.9992865,0.0001920419,0.0003157876,0.00004371349,0.00006753042,0.00009444213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002712385,0.0006836325,0.7567979,0.0008603243,0.0001870711,0.002392716,0.0009160978,0.001433342,0.1030916,0.004878571,0.001605872,0.1244406],"study_design_scores_gemma":[0.00005189598,0.001161719,0.962611,0.0001939368,0.0001118227,0.004927368,0.0008501113,0.001680327,0.01383191,0.001962314,0.0125755,0.00004217963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707369,0.01866233,0.001497494,0.0003391783,0.00007534359,0.0001439912,0.000515171,0.00005275268,0.007977017],"genre_scores_gemma":[0.9865199,0.00757191,0.001206647,0.0001121215,0.0001377935,0.00007464687,0.0004479389,0.00001173379,0.003917206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005258078,"threshold_uncertainty_score":0.01759005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003053113732775754,"score_gpt":0.2435091211956753,"score_spread":0.2404560074628996,"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."}}