{"id":"W2802163038","doi":"10.1080/10903127.2018.1454558","title":"Burden of Emergency Medical Services Usage by Dialysis Patients","year":2018,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maritime SPOR SUPPORT UNIT","keywords":"Medicine; Dialysis; Hemodialysis; Cohort; Emergency medicine; Emergency medical services; Emergency department; Comorbidity; Cohort study; Medical emergency; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001336526,0.0003735219,0.00060734,0.000121414,0.0002068109,0.000003576743,0.0004150013,0.0002254192,0.01304747],"category_scores_gemma":[0.0002616809,0.000319523,0.000444681,0.0006361009,0.000149889,0.0001901445,0.0002971985,0.0002154013,0.0001437686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004818914,"about_ca_system_score_gemma":0.00006277005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006081839,"about_ca_topic_score_gemma":0.0001477137,"domain_scores_codex":[0.9967042,0.00005760894,0.0009582334,0.0005779836,0.001202331,0.0004996158],"domain_scores_gemma":[0.9974052,0.00001452544,0.0002499157,0.0005532749,0.0014434,0.0003337235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001345896,0.0004975837,0.8272917,0.001567372,0.0008743798,0.00001184231,0.02537741,6.862914e-7,0.001511949,0.00007061057,0.1253956,0.01726621],"study_design_scores_gemma":[0.009131867,0.01291017,0.5557355,0.001871085,0.004569167,0.000009174145,0.04865173,0.0004489523,0.03052199,0.001022907,0.3307668,0.004360646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508928,0.01591448,0.0000256224,0.0003963183,0.003779651,0.0004681244,0.0002749033,0.0001013297,0.02814675],"genre_scores_gemma":[0.9892581,0.008157964,0.00007757998,0.00007010255,0.0009676493,0.00005352898,0.0004156584,0.00005000162,0.0009494728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2715562,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006563997205054601,"score_gpt":0.2758825447060189,"score_spread":0.2693185475009642,"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."}}