{"id":"W2164259140","doi":"10.1586/erv.11.162","title":"Integrating social and biomedical science in HIV vaccine research: obstacles, opportunities and ways forward","year":2011,"lang":"en","type":"editorial","venue":"Expert Review of Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"HIV vaccine; Human immunodeficiency virus (HIV); Clinical trial; Virology; Medicine; Immunology; Engineering ethics; Vaccine trial; Pathology","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":[0.02587661,0.004230276,0.005169859,0.00363481,0.0035801,0.01032272,0.005236002,0.02484538,0.004967609],"category_scores_gemma":[0.05680688,0.001557691,0.00360411,0.002617127,0.005612162,0.009233584,0.001838586,0.04498946,0.004542218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696782,"about_ca_system_score_gemma":0.008288356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004686703,"about_ca_topic_score_gemma":0.01534349,"domain_scores_codex":[0.9870461,0.004910835,0.001896473,0.0008325854,0.004840019,0.0004739022],"domain_scores_gemma":[0.8861043,0.09019016,0.002571044,0.001068987,0.0169739,0.003091523],"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":[0.00002540923,0.000008954818,0.00001875639,0.0006031247,0.00004151923,0.00005422198,0.00003519682,0.00002632406,0.00003089943,0.0008701909,0.9917807,0.00650464],"study_design_scores_gemma":[0.0001184351,0.0000549075,0.000278113,0.002713826,0.0001732876,0.0002810987,0.0001705551,0.0002309779,0.0001276778,0.004117521,0.991686,0.0000473825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003406004,0.05227953,0.0001668587,0.1246962,0.821992,0.00001593768,0.00003880934,0.00003079602,0.0007458203],"genre_scores_gemma":[0.0005687313,0.03989963,0.0003238496,0.08078892,0.873708,0.00003522203,0.00002565829,0.00003041024,0.004619508],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02587661,"threshold_uncertainty_score":0.1368502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476286371574358,"score_gpt":0.426951185377051,"score_spread":0.2793225482196151,"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."}}