{"id":"W2274936262","doi":"10.1089/bio.2014.1231","title":"Biobank Classification: Communicating Biorepository Diversity","year":2014,"lang":"en","type":"editorial","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Biobank; Biorepository; Biopreservation; Library science; Medicine; Biology; Bioinformatics; Computer science; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.05403414,0.005041404,0.006656554,0.01415572,0.01177982,0.02227867,0.01010556,0.07188664,0.01023313],"category_scores_gemma":[0.194439,0.003641019,0.004139248,0.006650018,0.01561663,0.0147939,0.007826964,0.05313811,0.007741657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128047,"about_ca_system_score_gemma":0.01286659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009539672,"about_ca_topic_score_gemma":0.0262563,"domain_scores_codex":[0.9540739,0.0182844,0.006213266,0.003807931,0.01583814,0.001782377],"domain_scores_gemma":[0.7848135,0.1433601,0.008215633,0.005028766,0.04807864,0.01050346],"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":[0.00001490651,0.000006433546,0.00002557389,0.0001734744,0.00002023844,0.00005179302,0.00006085443,0.00001646843,0.00001548963,0.0004765799,0.995742,0.003396119],"study_design_scores_gemma":[0.00008824327,0.00002093412,0.0004099056,0.002152304,0.0001565151,0.0002305941,0.0002548837,0.0003113791,0.00008773124,0.00391402,0.9922993,0.00007423702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002081709,0.005365605,0.000208628,0.1259319,0.8678358,0.0000141475,0.00003253713,0.00004437749,0.0005460881],"genre_scores_gemma":[0.0003900436,0.002704568,0.0002455296,0.0559161,0.9382409,0.00003794137,0.00001872159,0.0000415663,0.002404443],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07188664,"threshold_uncertainty_score":0.2857633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4333703221422515,"score_gpt":0.5081674206710435,"score_spread":0.07479709852879196,"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."}}