{"id":"W6958470202","doi":"10.6084/m9.figshare.26726066","title":"Additional file 1 of Impact of early surgical complications on kidney transplant outcomes","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Kidney transplant; Kidney; Kidney transplantation; Complication; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002283131,0.001204534,0.001442727,0.003081812,0.0008922206,0.001684179,0.001627185,0.00141338,0.8906819],"category_scores_gemma":[0.06355122,0.0005916866,0.001439618,0.004214105,0.0002909656,0.002078644,0.001297797,0.001205354,0.1348715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282495,"about_ca_system_score_gemma":0.002308827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045097,"about_ca_topic_score_gemma":0.01380776,"domain_scores_codex":[0.9984758,0.000384741,0.0003122012,0.0003020604,0.000301523,0.0002235941],"domain_scores_gemma":[0.9381566,0.05103103,0.003435738,0.00165021,0.004717244,0.001009151],"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":[0.0003418232,0.00008323562,0.004567102,0.003176151,0.0001036209,0.00005539297,0.00006051612,0.0004713151,0.00002785185,0.0009908032,0.982375,0.007747156],"study_design_scores_gemma":[0.01224955,0.0007684912,0.1321593,0.0203296,0.0009503016,0.001970149,0.001427436,0.005123285,0.000612841,0.03953563,0.7844852,0.0003881154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002691727,0.00004346217,0.0001968887,0.0001568483,0.00003242565,0.00006444946,0.9975877,0.0001149556,0.001534036],"genre_scores_gemma":[0.02321802,0.0004837842,0.004285213,0.001465215,0.0003265592,0.002600158,0.9489918,0.0009281242,0.01770124],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8906819,"threshold_uncertainty_score":0.155929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960608397308842,"score_gpt":0.339582353897628,"score_spread":0.2899762699245396,"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."}}