{"id":"W2000537915","doi":"10.1016/j.jradnu.2014.11.003","title":"Patients in the Radiology Department May Be at an Increased Risk of Developing Critical Instability","year":2015,"lang":"en","type":"article","venue":"Journal of Radiology Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institutes of Health; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; University of Pittsburgh","keywords":"Medicine; Magnetic resonance imaging; Emergency department; Retrospective cohort study; Computed tomography; Pediatrics; Emergency medicine; Nuclear medicine; Radiology; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001635293,0.000116876,0.0005297026,0.0001224946,0.00008119571,0.000001927474,0.000125802,0.0001119528,0.000008459251],"category_scores_gemma":[0.00283132,0.00007260076,0.00009958019,0.0001327474,0.0004961495,0.00008847065,0.00001999586,0.0003348067,4.47213e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910735,"about_ca_system_score_gemma":0.000192029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002766296,"about_ca_topic_score_gemma":0.0000291201,"domain_scores_codex":[0.997863,0.0009234681,0.0006420818,0.0001308647,0.0002038234,0.0002367932],"domain_scores_gemma":[0.9985852,0.0004664449,0.0002665796,0.0001595303,0.0004068495,0.0001153504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068349,0.0004024097,0.985992,0.00002529229,0.000102073,0.00006788378,0.004460842,0.00001105124,0.0001688742,0.0004335,0.005802993,0.00146471],"study_design_scores_gemma":[0.002595809,0.002346267,0.9867744,0.0001759314,0.0002607431,0.001591687,0.003023319,0.0000281812,0.0003521818,0.001513851,0.001242907,0.00009476359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927356,0.002227987,0.000143787,0.003501452,0.0007512376,0.000142937,0.000009780626,0.000003868345,0.0004833034],"genre_scores_gemma":[0.9967887,0.000393342,0.002133841,0.0004822745,0.0001813023,0.000002220391,0.00001055974,0.00000649676,0.000001203329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004560087,"threshold_uncertainty_score":0.3389558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313544161200782,"score_gpt":0.3556302398933336,"score_spread":0.3124947982813258,"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."}}