{"id":"W2518216855","doi":"10.1089/bio.2016.0027","title":"Biospecimen User Fees: Global Feedback on a Calculator Tool","year":2016,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Biobank; Calculator; Harmonization; Computer science; Interoperability; Business; Data science; World Wide Web; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1199116,0.001591556,0.001488838,0.007995669,0.001699272,0.005307299,0.001969429,0.002562105,0.02984752],"category_scores_gemma":[0.3687632,0.0007895898,0.001188262,0.004293274,0.001300088,0.006571947,0.005638451,0.002773638,0.01072097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003904751,"about_ca_system_score_gemma":0.004699362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387484,"about_ca_topic_score_gemma":0.001510713,"domain_scores_codex":[0.922727,0.05252896,0.009201486,0.002700063,0.01056302,0.002279509],"domain_scores_gemma":[0.3903704,0.5047638,0.02130503,0.02834653,0.04696365,0.008250593],"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":[0.00277982,0.002452115,0.05992102,0.00137831,0.0001236028,0.0007156197,0.0129145,0.004345222,0.003141592,0.007314125,0.1996505,0.7052636],"study_design_scores_gemma":[0.002053611,0.004841051,0.1343926,0.00455707,0.0004026296,0.001648115,0.01573845,0.07656761,0.01726146,0.03704671,0.7035274,0.001963303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3389431,0.00138566,0.384079,0.03977723,0.002188702,0.01840358,0.01526676,0.07234472,0.1276114],"genre_scores_gemma":[0.6247981,0.0008482343,0.3252542,0.005393533,0.0006460236,0.01317975,0.006307784,0.006264591,0.01730779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1199116,"threshold_uncertainty_score":0.6341609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.294969190514124,"score_gpt":0.4031308076121476,"score_spread":0.1081616170980236,"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."}}