{"id":"W2789565095","doi":"10.1136/bmjopen-2017-019652","title":"Diagnostic accuracy of the Ottawa 3DY and Short Blessed Test to detect cognitive dysfunction in geriatric patients presenting to the emergency department","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Emergency department; Receiver operating characteristic; Prospective cohort study; Geriatrics; Cognitive impairment; Diagnostic accuracy; Pediatrics; Internal medicine; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004445414,0.0001449839,0.0002229199,0.0001141917,0.0001306765,0.00002546602,0.0002204873,0.00004028764,0.0001066802],"category_scores_gemma":[0.07509322,0.00009087431,0.00004649792,0.00063123,0.00005895813,0.00009168218,0.0005358899,0.000109582,0.00004551253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004890213,"about_ca_system_score_gemma":0.00009448759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279157,"about_ca_topic_score_gemma":0.001794246,"domain_scores_codex":[0.998666,0.0001500923,0.0003707198,0.0002857924,0.0002901232,0.0002372249],"domain_scores_gemma":[0.9945881,0.001181447,0.000133306,0.0003151783,0.003689845,0.00009207042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003276249,0.0001438748,0.9753186,0.0000469679,0.00005193282,0.000005601056,0.001279683,0.000001894781,0.0006062935,0.000003381705,0.0106021,0.0116121],"study_design_scores_gemma":[0.001106213,0.0006568703,0.9890584,0.0003594045,0.0001268066,0.000003529934,0.002120043,0.00002421465,0.00564355,0.00002467636,0.0007525206,0.0001237581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776519,0.00001772993,0.0001278085,0.001591715,0.0003617648,0.0163366,0.00004959714,0.000007170471,0.003855733],"genre_scores_gemma":[0.9947292,0.000006988774,0.00004729357,0.003542605,0.0001040168,0.001358427,0.00002388129,0.00002098209,0.0001666216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07464867,"threshold_uncertainty_score":0.9326977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130119662680132,"score_gpt":0.356132072149689,"score_spread":0.3248308755228877,"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."}}