{"id":"W6907801437","doi":"10.25384/sage.22154384","title":"sj-docx-1-cjk-10.1177_20543581231156855 – Supplemental material for Disparities in Deceased Donor Kidney Offer Acceptance: A Survey of Canadian Transplant Nephrologists, General Surgeons and Urologists","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney transplant; Kidney transplantation; Kidney disease; MEDLINE; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001184067,0.001241325,0.001031623,0.005725022,0.002940458,0.00407494,0.002835629,0.001777411,0.9405807],"category_scores_gemma":[0.02111122,0.00117913,0.0008934056,0.008496753,0.0005992071,0.002610162,0.00224389,0.001604309,0.6230406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005309787,"about_ca_system_score_gemma":0.008051104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3410482,"about_ca_topic_score_gemma":0.4308459,"domain_scores_codex":[0.9985186,0.00007753794,0.0001678383,0.0001407369,0.000722494,0.000372738],"domain_scores_gemma":[0.9785638,0.005226806,0.001055986,0.0008564313,0.01191582,0.002381194],"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":[0.00002474995,0.00002233977,0.0003482846,0.0001473051,0.000002295168,0.000009708075,0.00002834758,0.00001515134,0.00002738321,0.00008933375,0.9964249,0.002860199],"study_design_scores_gemma":[0.0007418796,0.00006716836,0.02706095,0.001195447,0.00002957411,0.000153383,0.001020541,0.0002573809,0.0005168361,0.001253563,0.9675917,0.0001114816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003849035,0.00006153307,0.000132298,0.000809508,0.0003503203,0.0002327491,0.968938,0.001043323,0.02804739],"genre_scores_gemma":[0.006310873,0.0004139358,0.001655899,0.00166007,0.0004866307,0.001069098,0.8676939,0.002054387,0.1186551],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9405807,"threshold_uncertainty_score":0.6781262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06957793139588883,"score_gpt":0.3244742813365302,"score_spread":0.2548963499406414,"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."}}