{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007384433,0.0004370454,0.0004835526,0.00148564,0.0007557793,0.001219842,0.001164258,0.001269636,0.3101479],"category_scores_gemma":[0.006616277,0.000430857,0.0006279455,0.002211277,0.0001351462,0.0007648771,0.0006145044,0.0009705478,0.04922046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786096,"about_ca_system_score_gemma":0.0009395244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008724864,"about_ca_topic_score_gemma":0.01191046,"domain_scores_codex":[0.9994676,0.00008332835,0.00009727403,0.000119652,0.0001489451,0.00008337128],"domain_scores_gemma":[0.9951335,0.001564304,0.001055164,0.000521563,0.001058077,0.0006673542],"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":[0.002182091,0.0005629467,0.1398805,0.0006019514,0.0001959272,0.0004218687,0.0001119999,0.0002962831,0.001030178,0.0008031174,0.8170617,0.03685144],"study_design_scores_gemma":[0.002105773,0.0007893096,0.7925815,0.0006259335,0.0003099207,0.002033767,0.0002840177,0.001423741,0.001400267,0.00210935,0.196183,0.0001534153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04077777,0.0004274666,0.0008971674,0.001225182,0.0003672324,0.0003003387,0.9378248,0.0006316938,0.01754835],"genre_scores_gemma":[0.1496811,0.0005941794,0.003943,0.001253885,0.0007025818,0.001231792,0.778442,0.0004963165,0.06365529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3101479,"threshold_uncertainty_score":0.9839904,"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."}}