{"id":"W1974184788","doi":"10.1038/nmeth.2142","title":"Biobanks, consent and claims of consensus","year":2012,"lang":"en","type":"article","venue":"Nature Methods","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biobank; Informed consent; Consensus conference; Political science; Medicine; Alternative medicine; Bioinformatics; Biology; Pathology; Internal medicine","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.3670318,0.0006501782,0.001940968,0.006195112,0.01204583,0.009713979,0.004909315,0.01985289,0.0164396],"category_scores_gemma":[0.6363652,0.001851888,0.001834729,0.004199902,0.0134841,0.01306209,0.01333166,0.01114354,0.003585619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005570704,"about_ca_system_score_gemma":0.03086556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162131,"about_ca_topic_score_gemma":0.003010332,"domain_scores_codex":[0.6109129,0.26583,0.05014323,0.01756188,0.04631229,0.009239718],"domain_scores_gemma":[0.3535552,0.4350474,0.0227252,0.1308461,0.05110143,0.006724536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001712581,0.0002991315,0.007531522,0.001804032,0.0002764789,0.002073411,0.05923537,0.0006081837,0.001893341,0.7362738,0.08804818,0.1002439],"study_design_scores_gemma":[0.0005891381,0.0001646674,0.005571189,0.003258206,0.0001904255,0.001444145,0.01408481,0.00266707,0.002816066,0.7717269,0.1972726,0.0002147674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1642202,0.01012415,0.254489,0.262482,0.01252928,0.01814334,0.00450128,0.000474991,0.2730358],"genre_scores_gemma":[0.7256933,0.0020932,0.1611894,0.0269905,0.002856111,0.03023549,0.003485893,0.0002286957,0.0472274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9801471,"threshold_uncertainty_score":0.7805624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5813830908287533,"score_gpt":0.7095943236387294,"score_spread":0.1282112328099762,"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."}}