{"id":"W2889497955","doi":"10.14745/ccdr.v40i18a03","title":"Developing a cells, tissue and organ surveillance system","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada; Ministère de la Santé; Canadian Blood Services; Public Health Agency; Public Health Agency of Canada","keywords":"Nova scotia; Transplantation; Agency (philosophy); Organ transplantation; Tissue bank; Data collection; Medicine; Adverse effect; European union; Medical emergency; Intensive care medicine; Environmental health; Business; Pathology; Geography; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448363,0.0001150396,0.0002700142,0.000041159,0.0001779111,0.00002650998,0.0001250814,0.00003099118,0.00005213832],"category_scores_gemma":[0.000108003,0.0001084158,0.00001743658,0.0001537933,0.0000595239,0.00003028639,0.00005988726,0.0001479501,0.000006757275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174535,"about_ca_system_score_gemma":0.001973076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1338966,"about_ca_topic_score_gemma":0.1628429,"domain_scores_codex":[0.9988214,0.0001082553,0.0002673891,0.000200176,0.0003636522,0.0002390914],"domain_scores_gemma":[0.9983991,0.0001135096,0.00006543678,0.0007617556,0.0001458797,0.0005143246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006632413,0.0002161005,0.8874689,0.01337741,0.0005051107,0.04118663,0.000320552,0.00004394784,0.00856331,0.01330367,0.02318231,0.01116875],"study_design_scores_gemma":[0.001865784,0.00006339834,0.4425185,0.0007967493,0.0001275047,0.002323689,0.0005235285,0.00110585,0.006737656,0.00003098687,0.5433821,0.0005242336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699761,0.003100994,0.001342243,0.006787,0.0003001054,0.0007991016,0.00006234633,0.0002221112,0.01741004],"genre_scores_gemma":[0.9970243,0.0001660974,0.0005742821,0.0002623417,0.00003777463,0.00001125872,0.0001171543,0.00002374112,0.001783067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5201998,"threshold_uncertainty_score":0.8718708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593358873078059,"score_gpt":0.2694750093985996,"score_spread":0.253541420667819,"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."}}