{"id":"W2947277319","doi":"10.1089/aid.2019.0074","title":"HIV Research for Prevention 2018: From Research to Impact Conference Summary and Highlights","year":2019,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"CHIST-ERA; National Institute of Mental Health; National Institute on Aging; ViiV Healthcare; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Merck Sharp and Dohme; Agence Nationale de Recherches sur le Sida et les Hépatites Virales; National Institute of Allergy and Infectious Diseases; Medical Research Council; South African Medical Research Council; National Institutes of Health; U.S. Department of Health and Human Services; International AIDS Vaccine Initiative; Gilead Sciences","keywords":"Human immunodeficiency virus (HIV); Globe; Medicine; Public relations; Translational research; Knowledge translation; Political science; Medical education; Family medicine; Knowledge management; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007200563,0.0002619648,0.0005821934,0.002459481,0.001319447,0.0006758989,0.0005228237,0.0002522018,0.002548168],"category_scores_gemma":[0.002197903,0.0002090105,0.0001884583,0.001161396,0.001164625,0.000509232,0.000840698,0.001800035,0.0009521475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892404,"about_ca_system_score_gemma":0.0005689458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342977,"about_ca_topic_score_gemma":0.0008957954,"domain_scores_codex":[0.9923198,0.00136932,0.0005037789,0.001123967,0.002601837,0.002081347],"domain_scores_gemma":[0.9923738,0.002276656,0.00004259995,0.0009941474,0.00281837,0.001494468],"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":[0.004302022,0.001145114,0.1900972,0.0008241006,0.0004516252,0.00006177795,0.001371682,2.720952e-7,0.135263,0.03657616,0.6099297,0.01997731],"study_design_scores_gemma":[0.008541084,0.1633254,0.3589387,0.004181269,0.00005855444,0.00002973217,0.005447541,0.0001769596,0.02259293,0.06686981,0.3690201,0.0008178877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979296,0.001198733,0.0001321238,0.001808746,0.00003558388,0.003485655,0.0003476275,0.00005340623,0.01364208],"genre_scores_gemma":[0.8501856,0.0007545421,0.0006479777,0.00002775383,0.0003910217,0.000402166,0.0002215649,0.00005724803,0.1473121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409096,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346691063190792,"score_gpt":0.5086171503357627,"score_spread":0.2739480440166835,"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."}}