{"id":"W4225531447","doi":"","title":"Pediatric Organ Dysfunction Information Update Mandate (PODIUM) Contemporary Organ Dysfunction Criteria: Executive Summary.","year":2022,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Organ dysfunction; Intensive care medicine; Multiple organ dysfunction syndrome; MEDLINE; Immune Dysfunction; Internal medicine; Sepsis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003686749,0.0005000279,0.0005234623,0.0006653761,0.0006145551,0.0009161485,0.0002957112,0.0001805598,0.00375674],"category_scores_gemma":[0.00025796,0.0004741165,0.0002547096,0.001512188,0.00007789379,0.008970811,0.0004098623,0.001086991,0.003272787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985865,"about_ca_system_score_gemma":0.0004729778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007717636,"about_ca_topic_score_gemma":3.333183e-7,"domain_scores_codex":[0.9967905,0.0001937205,0.0009513869,0.000585189,0.0009337584,0.0005453968],"domain_scores_gemma":[0.998269,0.00008670023,0.0004426147,0.0005543491,0.0001606377,0.0004866809],"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":[0.006816648,0.0008634099,0.426486,0.0005100207,0.000231124,0.0002998276,0.0001307183,0.00003806093,0.002070401,0.0007955023,0.5545704,0.007187862],"study_design_scores_gemma":[0.004553341,0.0008455271,0.02589177,0.00007096044,0.0001305544,0.0002418175,0.0003373153,0.0002331609,0.006421134,0.0007058818,0.9598642,0.0007043179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023404,0.0008212399,0.001771733,0.005168588,0.00280008,0.001917099,0.008892824,0.002032998,0.07425503],"genre_scores_gemma":[0.967104,0.0001085664,0.0001694931,0.006378638,0.0007053826,0.0001245011,0.02030105,0.0001116659,0.004996734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052938,"threshold_uncertainty_score":0.9997711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110282763590978,"score_gpt":0.2130923947682247,"score_spread":0.2020641184091269,"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."}}