{"id":"W6926564386","doi":"10.25384/sage.25951491","title":"sj-docx-2-cjk-10.1177_20543581241256735 – Supplemental material for Opportunities for Improving the Transplant Assessment and Education Process in British Columbia: Patient and Health Care Provider Perspective","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Health care; Process (computing); MEDLINE; Kidney transplant","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":[0.002383294,0.000992529,0.001279308,0.003934224,0.00290115,0.006744737,0.003251901,0.002345616,0.955281],"category_scores_gemma":[0.03088661,0.00132749,0.0007443992,0.006010209,0.0008262738,0.003024341,0.00316721,0.002267929,0.7823403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005880718,"about_ca_system_score_gemma":0.00934318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.20455,"about_ca_topic_score_gemma":0.3282011,"domain_scores_codex":[0.9978786,0.0001865965,0.0002320708,0.0001841175,0.001032273,0.0004863607],"domain_scores_gemma":[0.9661242,0.008379227,0.001280218,0.001924148,0.01755033,0.00474189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002573754,0.00001781749,0.0001087057,0.00008426976,0.000001326934,0.000008562854,0.00001713998,0.00001385454,0.00002005013,0.00008055913,0.9952406,0.004381524],"study_design_scores_gemma":[0.0002337814,0.00002907283,0.005190544,0.0005568595,0.000009846956,0.00006361485,0.0004050511,0.0001613274,0.0002822586,0.0009443843,0.9920712,0.00005210958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006113328,0.0002010642,0.0006610182,0.005701641,0.00208243,0.0006439077,0.7501109,0.007326357,0.2326613],"genre_scores_gemma":[0.007911474,0.0005325971,0.003254005,0.004430455,0.001082251,0.00121404,0.4103609,0.007395053,0.5638192],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.955281,"threshold_uncertainty_score":0.4067187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05484001002582219,"score_gpt":0.3798760711952212,"score_spread":0.325036061169399,"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."}}