{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003253701,0.0001117127,0.0001916675,0.0005813864,0.0004217495,0.0005951569,0.000279626,0.0002023678,0.001806431],"category_scores_gemma":[0.001952661,0.0001281196,0.0002737467,0.0008430813,0.0002282004,0.0002564877,0.0006498159,0.0004638698,0.0001354771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088459,"about_ca_system_score_gemma":0.00103014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04885945,"about_ca_topic_score_gemma":0.05948962,"domain_scores_codex":[0.9995222,0.00009707102,0.00006076687,0.00008129265,0.0001195598,0.0001191326],"domain_scores_gemma":[0.9978216,0.0002457841,0.001224124,0.00006928185,0.0002391618,0.0004000458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001482204,0.000007033708,0.9986345,0.000009749824,0.00001776533,0.00006530219,0.00008669643,0.00003579869,0.00005528964,0.00001323981,0.000228866,0.0008310584],"study_design_scores_gemma":[0.000001459212,0.00001381375,0.999177,0.00001104267,0.000005111165,0.0002278919,0.0002298686,0.00007926022,0.00001143335,0.000005903901,0.0002356171,0.000001530816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980021,0.0002303548,0.00004002775,0.0001941718,0.000006260324,0.000009358954,0.0009812572,0.000002945819,0.0005334973],"genre_scores_gemma":[0.9992393,0.0001912488,0.00004463486,0.00003997595,0.00001243632,0.000005050362,0.0003750256,8.987283e-7,0.00009146816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04885945,"threshold_uncertainty_score":0.09715009,"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."}}