{"id":"W2051840430","doi":"10.2174/1570162x11311030009","title":"Barriers to Participation in Actual HIV Vaccine Trials","year":2013,"lang":"fr","type":"article","venue":"Current HIV Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"HIV vaccine; Human immunodeficiency virus (HIV); Clinical trial; Vaccine trial; Medicine; Family medicine; 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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.08676108,0.0003980722,0.001369294,0.001539609,0.0003509675,0.0003402909,0.001121674,0.0009302579,0.04606548],"category_scores_gemma":[0.5324019,0.0003565735,0.0002970404,0.002976984,0.0007142158,0.0004289253,0.001182736,0.0105617,0.04874933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480569,"about_ca_system_score_gemma":0.004574731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005667253,"about_ca_topic_score_gemma":0.000544219,"domain_scores_codex":[0.9787092,0.008343254,0.002679445,0.001389753,0.00540115,0.00347716],"domain_scores_gemma":[0.8744231,0.1102363,0.0002744938,0.002460994,0.005149442,0.007455658],"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":[0.0015083,0.001803615,0.123371,0.002521502,0.0001494931,0.00009954226,0.005458999,0.0001135349,0.002552977,0.02157889,0.477774,0.3630681],"study_design_scores_gemma":[0.01819459,0.004134243,0.2353356,0.01640548,0.0002067531,0.000009583438,0.007807209,0.01502223,0.006318146,0.06605636,0.6291147,0.001395112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650035,0.02708803,0.0007162934,0.2818827,0.006607714,0.009974922,0.0002049749,0.00008662649,0.008435226],"genre_scores_gemma":[0.9307417,0.0115423,0.0003787369,0.0004528278,0.004957023,0.002017479,0.000111995,0.0001146493,0.0496833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4456408,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7791622243214585,"score_gpt":0.6980614533856454,"score_spread":0.08110077093581314,"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."}}