{"id":"W3122739838","doi":"10.1163/157180909x400213","title":"Semantic, Pedantic or Paradigm Shift? Recruitment, Retention and Property in Modern Population Biobanking","year":2009,"lang":"en","type":"article","venue":"European Journal of Health Law","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Economic and Social Research Council; Arts and Humanities Research Council","keywords":"Biobank; Informed consent; Context (archaeology); Dignity; Engineering ethics; Political science; Public relations; Psychology; Law; Medicine; Engineering; Bioinformatics; Alternative medicine; Geography; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0127504,0.0001033703,0.0003814777,0.0001594279,0.0001202825,0.00004222032,0.0001111356,0.00005174945,0.00001562273],"category_scores_gemma":[0.0009948281,0.00006081163,0.00006153872,0.0001363944,0.0000706992,0.0001619448,0.00003114711,0.001246535,0.000006531025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013637,"about_ca_system_score_gemma":0.0002253112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008218607,"about_ca_topic_score_gemma":0.000177128,"domain_scores_codex":[0.9965641,0.001097292,0.00121839,0.0001999662,0.0006209022,0.0002993549],"domain_scores_gemma":[0.9986441,0.0003644033,0.0004728877,0.0001960025,0.0000923722,0.0002302554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004487348,0.00120019,0.06107784,0.002200936,0.00008517273,0.00337317,0.005122371,0.00006893955,0.0008937021,0.04656156,0.0003506602,0.8745781],"study_design_scores_gemma":[0.004594359,0.007695985,0.9077317,0.006586233,0.00004642021,0.0007337283,0.0001100967,0.001132635,0.00003019727,0.06803235,0.00311973,0.000186544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969126,0.002747435,0.002428846,0.09210546,0.0002811861,0.001082413,0.000001319044,0.00003080459,0.004409975],"genre_scores_gemma":[0.9929433,0.00221765,0.001574539,0.002823269,0.0001678931,5.356142e-7,0.000002909046,0.00002087001,0.0002489971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8743916,"threshold_uncertainty_score":0.5415646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5900842542875366,"score_gpt":0.5411162593330251,"score_spread":0.04896799495451154,"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."}}