{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059229,0.0002245675,0.0001977097,0.001653815,0.002262779,0.000791311,0.00081288,0.0003478558,0.002200294],"category_scores_gemma":[0.003255171,0.000231163,0.0002862754,0.004320528,0.0006244738,0.0003064733,0.0008281379,0.0005667383,0.0001487386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02055542,"about_ca_system_score_gemma":0.02686395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805276,"about_ca_topic_score_gemma":0.9856073,"domain_scores_codex":[0.9987073,0.000115744,0.0000738173,0.0001064011,0.0005471339,0.0004495903],"domain_scores_gemma":[0.9956476,0.0003329613,0.001065619,0.00006876322,0.001388241,0.001496821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003530624,0.00004406425,0.9890614,0.00009361046,0.00001826483,0.00009727925,0.001778234,0.00008352226,0.0002256908,0.00007460274,0.001709175,0.006778882],"study_design_scores_gemma":[0.000003052712,0.00004273588,0.9960966,0.00004432016,0.000008280439,0.00008556771,0.002230868,0.0001382062,0.00006288277,0.000008766655,0.001270286,0.000008458497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944013,0.0004198326,0.0001014524,0.0005609503,0.000007191844,0.00004845104,0.002048592,0.00001130819,0.002400967],"genre_scores_gemma":[0.9978687,0.0005860689,0.0001982107,0.0002837928,0.000004737687,0.00001903666,0.000643898,0.000003030064,0.0003925237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02055542,"threshold_uncertainty_score":0.1491407,"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."}}