{"id":"W2282245989","doi":"10.1089/aid.2014.5437.abstract","title":"Fair Subject Selection and HIV Vaccine Efficacy Trials: Canada's Global and Domestic Responsibilities","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"HIV vaccine; Subject (documents); Human immunodeficiency virus (HIV); Vaccine trial; Clinical trial; Selection (genetic algorithm); Political science; Medicine; Virology; Library science; Internal medicine; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5712352,0.00142626,0.005516293,0.007881027,0.01546578,0.01465472,0.005936914,0.009426435,0.008770823],"category_scores_gemma":[0.5408868,0.001931722,0.001611756,0.01103358,0.02566266,0.003220497,0.005187367,0.009300104,0.001145096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04163226,"about_ca_system_score_gemma":0.2232979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4217421,"about_ca_topic_score_gemma":0.6392968,"domain_scores_codex":[0.4234206,0.4823906,0.02049404,0.009571498,0.05611828,0.008005072],"domain_scores_gemma":[0.4170202,0.3532815,0.0271328,0.05781433,0.1225447,0.02220654],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007037873,0.0004618218,0.01831371,0.003017194,0.001123494,0.0005370613,0.01276282,0.002297362,0.001193239,0.196263,0.3442058,0.4127864],"study_design_scores_gemma":[0.008704658,0.001443311,0.05872591,0.0098988,0.00143283,0.0007890747,0.006753255,0.01552227,0.00222105,0.1701685,0.7237858,0.0005545754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03432474,0.04019647,0.1604814,0.442858,0.04924651,0.05688255,0.001886371,0.001156347,0.2129676],"genre_scores_gemma":[0.5246708,0.0139186,0.1882808,0.1418149,0.0136213,0.04792962,0.000622273,0.001030141,0.06811158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5782579,"threshold_uncertainty_score":0.8385746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08131431093634088,"score_gpt":0.4151132546902798,"score_spread":0.3337989437539389,"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."}}