{"id":"W6889073906","doi":"10.25384/sage.23512074","title":"sj-docx-1-cjk-10.1177_20543581231168088 – Supplemental material for Perspectives of Pediatric Nephrologists, Intensivists and Nurses Regarding AKI Management and Expected Outcomes","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; University of Calgary","funders":"","keywords":"MEDLINE; Kidney disease; Health care; Critically ill; Clinical Practice; STELLA (programming language)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002763977,0.001101795,0.001238112,0.004025779,0.001470267,0.005100929,0.002992949,0.002901963,0.9547287],"category_scores_gemma":[0.03779119,0.001301867,0.001159861,0.004313658,0.000542185,0.003690892,0.002878711,0.003012161,0.7320095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002777361,"about_ca_system_score_gemma":0.004112573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922046,"about_ca_topic_score_gemma":0.03497439,"domain_scores_codex":[0.9976883,0.0002658908,0.0004420693,0.0002502895,0.0009597634,0.0003936169],"domain_scores_gemma":[0.959855,0.01637935,0.002183084,0.001828787,0.01667293,0.003080793],"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":[0.00004427237,0.00002682317,0.0001778343,0.0001662644,0.000002644309,0.00001314128,0.00001284807,0.00002563958,0.00002645418,0.0001511281,0.9954895,0.003863417],"study_design_scores_gemma":[0.0007335041,0.00007314129,0.006005333,0.00143487,0.00002003567,0.0001790596,0.0004093011,0.0003669233,0.0005662339,0.002841442,0.9872878,0.00008228965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005387746,0.0001733238,0.0008586271,0.005028985,0.002838695,0.0005638204,0.9197527,0.003500333,0.0667448],"genre_scores_gemma":[0.006963329,0.0007166485,0.005393068,0.008288692,0.002936985,0.002473175,0.7134225,0.006479241,0.2533264],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9547287,"threshold_uncertainty_score":0.06457406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07390016661662188,"score_gpt":0.4004287463097825,"score_spread":0.3265285796931606,"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."}}