{"id":"W2409038209","doi":"10.1089/aid.2014.5239.abstract","title":"Participants' Models of HIV Vaccine Trial-related Concepts: The Dilemma of Trust for the Informed Consent Process","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dilemma; Informed consent; Human immunodeficiency virus (HIV); HIV vaccine; Vaccine trial; Family medicine; Ethics committee; Research ethics; Medicine; Clinical trial; Alternative medicine; Political science; Internal medicine; Psychiatry; Pathology; Philosophy; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5173661,0.001442999,0.001992547,0.002373232,0.01274365,0.02438532,0.01106304,0.03117538,0.006424154],"category_scores_gemma":[0.5761254,0.002890826,0.002086649,0.001237491,0.08454116,0.03308143,0.01369752,0.04122262,0.001744151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355448,"about_ca_system_score_gemma":0.04651213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890824,"about_ca_topic_score_gemma":0.003103033,"domain_scores_codex":[0.3674749,0.5893596,0.01075213,0.007746305,0.01980363,0.004863508],"domain_scores_gemma":[0.34345,0.5940788,0.01621331,0.02394224,0.01412786,0.008187653],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001462751,0.00006533534,0.0003643751,0.0002378855,0.00006794339,0.0003650313,0.08984306,0.0005376933,0.0001822989,0.8933743,0.00704928,0.007766445],"study_design_scores_gemma":[0.0004495539,0.0001192567,0.0001981686,0.001261333,0.00007401792,0.0007552504,0.01358505,0.002662577,0.0004470078,0.9268413,0.05346564,0.0001408563],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02253751,0.003112577,0.1782481,0.7244501,0.002501877,0.002143416,0.0001231746,0.0001200654,0.06676313],"genre_scores_gemma":[0.8010756,0.001538295,0.1010613,0.08291014,0.001316813,0.005352241,0.0000885291,0.0001611149,0.006495879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4826339,"threshold_uncertainty_score":0.5951735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6070432482566168,"score_gpt":0.6027690215552002,"score_spread":0.004274226701416639,"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."}}