{"id":"W2530370147","doi":"10.1038/gim.2016.157","title":"Improving biobank consent comprehension: a national randomized survey to assess the effect of a simplified form and review/retest intervention","year":2016,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Human Genome Research Institute; National Institutes of Health; McGill University; University of Pennsylvania","keywords":"Biobank; Intervention (counseling); Comprehension; Randomized controlled trial; Informed consent; Medicine; Psychology; Family medicine; Alternative medicine; Nursing; Bioinformatics; Computer science; Pathology; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01775038,0.001041757,0.001749105,0.0009863394,0.001178894,0.0008348767,0.001096537,0.002100429,0.008236546],"category_scores_gemma":[0.03323589,0.0009551944,0.00140024,0.0005949149,0.001125059,0.001537146,0.001355472,0.001477712,0.0009610302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864663,"about_ca_system_score_gemma":0.004204489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764329,"about_ca_topic_score_gemma":0.002937188,"domain_scores_codex":[0.9824029,0.01139502,0.0019788,0.001647173,0.001649678,0.0009263973],"domain_scores_gemma":[0.9710744,0.01417906,0.008376279,0.002018069,0.001892314,0.002459826],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4350288,0.3401664,0.04252042,0.002602483,0.001967358,0.0001283774,0.001808803,0.001253303,0.003508942,0.0003640461,0.005097125,0.165554],"study_design_scores_gemma":[0.3449086,0.5262764,0.1141937,0.0003132798,0.001901829,0.000120351,0.0004894309,0.004044046,0.003170939,0.0005146446,0.00393932,0.000127509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976141,0.000246551,0.001164071,0.0004932776,0.0001570742,0.02037311,0.0003269879,0.0001505705,0.0009473084],"genre_scores_gemma":[0.9283435,0.0003712973,0.01209994,0.001047207,0.0002009423,0.05626581,0.0003647667,0.00002344336,0.001283107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822496,"threshold_uncertainty_score":0.0938741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4557168377707039,"score_gpt":0.5760760172529824,"score_spread":0.1203591794822785,"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."}}