{"id":"W2121114990","doi":"10.1373/clinchem.2014.224469","title":"Critical Issues in International Biobanking","year":2014,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Biobank; Medicine; Computer science; Computational biology; Biology; Bioinformatics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1188693,0.0007342352,0.0008381176,0.002477101,0.008874152,0.0261464,0.005126623,0.01594263,0.01504175],"category_scores_gemma":[0.1198337,0.000846825,0.001541864,0.003203097,0.01694073,0.02610022,0.01191699,0.01642651,0.002817355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009538893,"about_ca_system_score_gemma":0.0257004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798834,"about_ca_topic_score_gemma":0.003878807,"domain_scores_codex":[0.925765,0.04119277,0.00671505,0.005748827,0.01480069,0.005777625],"domain_scores_gemma":[0.8878856,0.05822259,0.009890041,0.008437969,0.02495703,0.01060678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004205405,0.00006185719,0.0015245,0.0005033506,0.00002501815,0.0005886159,0.003457055,0.0005898851,0.0001388206,0.7023224,0.1952566,0.09548976],"study_design_scores_gemma":[0.00001863077,0.00004495503,0.001064594,0.001199284,0.00001384154,0.0005786728,0.005082324,0.0003347256,0.0001939868,0.2023003,0.7891224,0.00004637542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003616086,0.03890436,0.01677056,0.821515,0.0227429,0.0002616669,0.00009961654,0.0001338839,0.09595592],"genre_scores_gemma":[0.2672264,0.05620525,0.05002059,0.5125337,0.04276884,0.001906477,0.0004193005,0.0006544527,0.06826508],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9840574,"threshold_uncertainty_score":0.6286485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4583656085830735,"score_gpt":0.6718129418573731,"score_spread":0.2134473332742995,"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."}}