{"id":"W6945475638","doi":"10.25384/sage.13646247.v1","title":"sj-pdf-1-cjk-10.1177_2054358120985376 – Supplemental material for Outcomes of an Inpatient Dialysis Start in Patients With Kidney Graft Failure: A Population-Based Multicentre Cohort Study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Cohort study; Cohort; Kidney disease; Kidney; Kidney transplantation; Home dialysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008376945,0.0002558845,0.0006237168,0.0002066079,0.00006181471,0.00005489275,0.0001136323,0.00005486433,0.2823682],"category_scores_gemma":[0.0003705772,0.000196407,0.0001870804,0.0003307729,0.000006684241,0.0001215015,0.00008866386,0.00005855849,0.00005451799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377502,"about_ca_system_score_gemma":0.0001549938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001431131,"about_ca_topic_score_gemma":0.0007831482,"domain_scores_codex":[0.9978733,0.0001046431,0.0005537558,0.0004822513,0.0006961536,0.0002898982],"domain_scores_gemma":[0.9986584,0.00005304767,0.0002214242,0.0004563291,0.0003575603,0.0002531942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007125931,0.004452244,0.9725777,0.0003389747,0.0005490131,0.00003631401,0.000153636,0.0001339486,0.000009275143,7.387553e-7,0.02071774,0.0003178224],"study_design_scores_gemma":[0.0107793,0.0007873638,0.9824532,0.0003460838,0.0006889977,9.386671e-8,0.0003070742,0.0004741574,0.0003052318,0.000001130351,0.003633933,0.0002233945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596197,0.000002525827,9.086884e-7,0.0001161522,0.00005068656,0.002622575,0.2375161,0.00002174949,0.00004959359],"genre_scores_gemma":[0.5696647,5.251849e-8,0.0002289727,0.0001405077,0.00002500555,0.0004436273,0.4293786,0.00002086325,0.00009764472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823137,"threshold_uncertainty_score":0.8009245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00963686123816324,"score_gpt":0.2507580590891843,"score_spread":0.2411211978510211,"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."}}