{"id":"W2323467473","doi":"10.1097/tp.0000000000000843","title":"A Survey of Increased Infectious Risk Donor Utilization in Canadian Transplant Programs","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; CNIB Foundation; Capital District Health Authority","funders":"","keywords":"Nat; Listing (finance); Medicine; Serology; Organ transplantation; Transplantation; Environmental health; Family medicine; Internal medicine; Immunology; Business; Computer science; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007527997,0.0001382035,0.0002384993,0.0004925376,0.00003407581,0.00001262798,0.00004720266,0.0001292713,0.00003741598],"category_scores_gemma":[0.00005652304,0.0001378794,0.00003932198,0.0006946075,0.00004063849,0.0001561936,7.066324e-7,0.000143595,0.00001878795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490169,"about_ca_system_score_gemma":0.0006454968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6240691,"about_ca_topic_score_gemma":0.8801938,"domain_scores_codex":[0.9986587,0.0002103589,0.000409407,0.0002019694,0.0002794547,0.0002400827],"domain_scores_gemma":[0.9991575,0.00006582981,0.0001029636,0.0001175157,0.0002424001,0.0003137612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007702271,0.0001693186,0.990719,0.000196428,0.00002857146,0.00004458875,0.002961527,0.0001042661,0.0002594218,0.0001161473,0.000006409723,0.004624153],"study_design_scores_gemma":[0.005622652,0.0002741003,0.9887913,0.0001522523,0.0001617248,0.00007230092,0.00005727269,0.002167623,0.002472588,0.00004710556,0.00005100304,0.0001300277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947628,0.00007707677,0.002235927,0.00006230009,0.00009855577,0.0006553025,0.0003066492,0.00006082415,0.001740521],"genre_scores_gemma":[0.9946803,0.0004519755,0.0001547816,0.00005715951,0.00001564102,0.00002416458,0.004576955,0.00002072837,0.00001827552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561247,"threshold_uncertainty_score":0.5622557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05078725741885416,"score_gpt":0.2892075476592357,"score_spread":0.2384202902403816,"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."}}