{"id":"W6945784191","doi":"10.25384/sage.23512077.v1","title":"sj-pdf-2-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":"Figshare","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":[0.002180855,0.0007773179,0.0008162129,0.00268839,0.001324456,0.004358327,0.002338314,0.003208599,0.930379],"category_scores_gemma":[0.01517019,0.0006241249,0.0008821435,0.001981521,0.0004300044,0.002221997,0.001994846,0.002347903,0.6978124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159986,"about_ca_system_score_gemma":0.002856878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022712,"about_ca_topic_score_gemma":0.02029235,"domain_scores_codex":[0.9984176,0.0001864759,0.0001320476,0.000142492,0.0008451269,0.0002762725],"domain_scores_gemma":[0.9846588,0.005213483,0.0008533339,0.0007645691,0.005640591,0.002869146],"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":[0.00003834449,0.00003469521,0.0001798333,0.00005739033,0.000002085621,0.00002871384,0.000009394927,0.00002294997,0.00006846075,0.0003052875,0.9884201,0.01083269],"study_design_scores_gemma":[0.0001399157,0.00004852396,0.003085481,0.0003440027,0.000009053429,0.0002380113,0.00009903759,0.0001812802,0.0004906479,0.00155855,0.9937708,0.00003474495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001895283,0.001292717,0.004058487,0.02610846,0.01455034,0.0008484066,0.260813,0.0139512,0.6764821],"genre_scores_gemma":[0.01041833,0.001568883,0.008126786,0.01004228,0.005055446,0.0007122635,0.1131875,0.005623138,0.8452654],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.930379,"threshold_uncertainty_score":0.09930581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883517046582699,"score_gpt":0.3541871067547567,"score_spread":0.3053519362889298,"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."}}