{"id":"W4230281167","doi":"10.1089/bio.2017.29021.abstracts","title":"The International Society for Biological and Environmental Repositories Presents Abstracts from Its Annual Meeting Due North: Aligning Biobanking Practice with Evolving Evidence and Innovation May 9–12, 2017 Toronto, Canada","year":2017,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biobank; Political science; Business; Library science; Geography; Biology; Bioinformatics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03041186,0.00114905,0.001325346,0.005309051,0.007735989,0.01627807,0.003002307,0.00501305,0.1043134],"category_scores_gemma":[0.02484045,0.0008048092,0.001078843,0.005400516,0.004722148,0.005691053,0.01085738,0.004533167,0.0378526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668807,"about_ca_system_score_gemma":0.1208918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2720583,"about_ca_topic_score_gemma":0.506098,"domain_scores_codex":[0.9832202,0.002057024,0.001214277,0.001002322,0.009974196,0.002531877],"domain_scores_gemma":[0.9300224,0.004473393,0.003149174,0.004321726,0.04058414,0.01744917],"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":[0.00007114933,0.00003066042,0.001737064,0.0001945605,0.00001339082,0.0001089044,0.0002734381,0.00006931324,0.0007719038,0.003991259,0.9456893,0.04704917],"study_design_scores_gemma":[0.000007599775,0.000009973372,0.002413065,0.000204831,0.000008170929,0.00005736111,0.0006105217,0.00008327134,0.000387644,0.0007462018,0.9954536,0.00001763832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00719948,0.03671104,0.0128576,0.5204259,0.09422604,0.001241721,0.009147767,0.002707021,0.3154834],"genre_scores_gemma":[0.02742329,0.02553648,0.01441411,0.01765569,0.00968215,0.0004198429,0.01220682,0.00149669,0.8911649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7279416,"threshold_uncertainty_score":0.5409496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06805958291763853,"score_gpt":0.320096911103722,"score_spread":0.2520373281860834,"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."}}