{"id":"W3093599834","doi":"10.2196/18282","title":"Safety and Biovigilance in Organ Donation (SAFEBOD): Protocol for a Population-Based Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Coronial Information System; NSW Ministry of Health","keywords":"Medicine; Organ donation; Population; Transplantation; Referral; Family medicine; Medical emergency; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05781527,0.00343382,0.003764485,0.003736334,0.003622043,0.002872208,0.002899214,0.003802191,0.05809311],"category_scores_gemma":[0.05060152,0.003163721,0.003729889,0.005160223,0.002147499,0.00286684,0.002921469,0.005342306,0.0154591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005116088,"about_ca_system_score_gemma":0.0232053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006110218,"about_ca_topic_score_gemma":0.00841614,"domain_scores_codex":[0.9699544,0.01694941,0.007101306,0.002490356,0.002074127,0.001430484],"domain_scores_gemma":[0.9613059,0.009415188,0.005122639,0.0090878,0.01259227,0.002476379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0973723,0.009641136,0.02424105,0.07236847,0.003649865,0.002373259,0.007261763,0.01060821,0.007163618,0.02925528,0.5760556,0.1600096],"study_design_scores_gemma":[0.1263501,0.0139762,0.08467831,0.0439509,0.001857338,0.001140072,0.003295754,0.009468297,0.003986979,0.0253995,0.6848727,0.001023931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001677467,0.0002252875,0.007182818,0.0003656534,0.0003097842,0.9735474,0.01452069,0.0002141335,0.001956804],"genre_scores_gemma":[0.00116085,0.0001037271,0.003654128,0.0001597646,0.00002875398,0.99277,0.001759185,0.00001464133,0.0003489799],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05809311,"threshold_uncertainty_score":0.30576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159236226805977,"score_gpt":0.553012274920969,"score_spread":0.3370886522403713,"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."}}