{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03237495,0.000618566,0.0004941103,0.005981045,0.00278033,0.00414762,0.002966008,0.0007377459,0.003540481],"category_scores_gemma":[0.03044339,0.0004227965,0.000685141,0.004773238,0.002019891,0.003152053,0.004760459,0.001343285,0.001250303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02855481,"about_ca_system_score_gemma":0.1722846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8089772,"about_ca_topic_score_gemma":0.7921357,"domain_scores_codex":[0.9832698,0.003414582,0.00277304,0.001267887,0.007555336,0.001719387],"domain_scores_gemma":[0.8851212,0.007832048,0.00704282,0.006245075,0.08256218,0.0111967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006175661,0.0004484845,0.360119,0.001330414,0.0001679621,0.0004022889,0.005032754,0.009818969,0.00893266,0.03347964,0.1677419,0.4119083],"study_design_scores_gemma":[0.0002237986,0.001057279,0.2717252,0.002385191,0.0002686825,0.0005005744,0.008549029,0.02251431,0.01017953,0.006030341,0.6762372,0.0003289058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.242,0.005293387,0.4368582,0.07131267,0.002604383,0.03237205,0.06689131,0.01298838,0.1296796],"genre_scores_gemma":[0.3832867,0.003378795,0.5303032,0.007055724,0.0005321247,0.004325575,0.0534994,0.00029302,0.01732546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1910228,"threshold_uncertainty_score":0.3842955,"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."}}