{"id":"W6926833919","doi":"10.25384/sage.17105008","title":"sj-pdf-1-cjk-10.1177_20543581211060926 – Supplemental material for Risk Factors and Outcomes of Early Hospital Readmission in Canadian Kidney Transplant Recipients: A Population-Based Multi-Center Cohort Study","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospital readmission; Cohort study; Cohort; Kidney disease; Kidney transplant; Kidney transplantation; Retrospective cohort study","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":[0.0008521918,0.000810387,0.0008083069,0.003121112,0.001653877,0.002067507,0.002094207,0.001426316,0.6189435],"category_scores_gemma":[0.009268171,0.0006494159,0.0007779307,0.003798191,0.0002621416,0.0008349407,0.0009819336,0.001108568,0.1308063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270782,"about_ca_system_score_gemma":0.007344926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3941711,"about_ca_topic_score_gemma":0.4894412,"domain_scores_codex":[0.9991855,0.00005101198,0.00008719422,0.0001103488,0.0003791126,0.0001868603],"domain_scores_gemma":[0.9918441,0.001999951,0.0006627258,0.0005601474,0.003700853,0.001232237],"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":[0.0002521974,0.0001310232,0.009738223,0.0002790169,0.00003884814,0.00007757519,0.00003845022,0.0001174367,0.0002988291,0.0003093095,0.9751346,0.0135846],"study_design_scores_gemma":[0.002172966,0.0003369912,0.2858814,0.001076502,0.0001878489,0.0007778467,0.0003671217,0.001513184,0.001616946,0.002199684,0.7036653,0.0002041432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002301808,0.000128665,0.0003700019,0.0006822416,0.0002061869,0.0002256111,0.9812533,0.0007358479,0.01409626],"genre_scores_gemma":[0.01847282,0.0004272655,0.002764218,0.0008740381,0.0003140697,0.0005140092,0.9265293,0.0005893903,0.04951487],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6189435,"threshold_uncertainty_score":0.7837536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953514290559983,"score_gpt":0.343360416589579,"score_spread":0.3038252736839792,"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."}}