{"id":"W3156162558","doi":"10.1016/j.emc.2020.12.002","title":"Rapid Fire","year":2021,"lang":"en","type":"review","venue":"Emergency Medicine Clinics of North America","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Delirium; Medicine; Altered Mental Status; Emergency department; Intensive care medicine; Physical examination; Medical emergency; Identification (biology); Intensive care; Psychiatry; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697456,0.001097631,0.0006665168,0.001926542,0.0007671147,0.002354369,0.0009112183,0.001574548,0.4835464],"category_scores_gemma":[0.00207418,0.0002739895,0.0005855355,0.0009740712,0.000366345,0.001621012,0.002296077,0.001659782,0.2901907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538454,"about_ca_system_score_gemma":0.001548606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359268,"about_ca_topic_score_gemma":0.003697171,"domain_scores_codex":[0.9996866,0.0000480411,0.000022263,0.00006198439,0.0001192593,0.00006179757],"domain_scores_gemma":[0.9994455,0.0001130332,0.00006077073,0.0000528293,0.0001695727,0.0001583325],"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":[0.0000444759,0.0000233562,0.00009393289,0.001131188,0.00001016697,0.00007935193,0.00002056219,0.00004508063,0.000239913,0.001865181,0.5536912,0.4427555],"study_design_scores_gemma":[0.0000148487,0.00001792275,0.0002198772,0.0006859718,0.000006071484,0.0001639267,0.00002879577,0.00001855846,0.00006702934,0.00050553,0.9982679,0.000003465751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007721918,0.2323869,0.002079247,0.007033643,0.03062402,0.0002575339,0.001685541,0.001793384,0.7233675],"genre_scores_gemma":[0.006209372,0.1538395,0.002162471,0.008849089,0.006322907,0.0001467782,0.002415162,0.0003607484,0.8196939],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4835464,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09058491028144378,"score_gpt":0.4114734309359853,"score_spread":0.3208885206545415,"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."}}