{"id":"W3109523575","doi":"10.5770/cgj.23.433","title":"The Effect of Multiple Assessments on Delirium Detection: a Pilot Study*","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; University of Toronto; McMaster University; Joseph Brant Hospital","funders":"McMaster University","keywords":"Delirium; Medicine; Geriatrics; Confusion; Emergency medicine; Physical therapy; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.009039698,0.0009680945,0.0007500859,0.0006717581,0.0009894959,0.0006265357,0.0007428954,0.0007870125,0.001464988],"category_scores_gemma":[0.02700082,0.0006179994,0.0009511281,0.0004352024,0.0009161492,0.0009100995,0.001238144,0.0008601021,0.0002833742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168809,"about_ca_system_score_gemma":0.002364739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528388,"about_ca_topic_score_gemma":0.01542357,"domain_scores_codex":[0.993395,0.003599325,0.0006155345,0.0006775653,0.001265558,0.0004469273],"domain_scores_gemma":[0.9645694,0.01936964,0.005352987,0.001836511,0.004209579,0.004661756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1517113,0.1253425,0.5906759,0.0009650047,0.0007332762,0.0009683581,0.006313678,0.0007147344,0.009131743,0.00005925076,0.0006179002,0.1127663],"study_design_scores_gemma":[0.005831989,0.4758125,0.5137528,0.00006045432,0.0003439244,0.0003269086,0.000731618,0.001232023,0.001446273,0.00004104228,0.0003556671,0.0000649124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990829,0.00005536054,0.0001340599,0.00001974274,0.000008724594,0.0004699822,0.0000322664,0.000005241068,0.000191663],"genre_scores_gemma":[0.9973668,0.00008750492,0.001415185,0.00004538063,0.00003617876,0.0008566172,0.00005370859,0.00000289108,0.000135612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009039698,"threshold_uncertainty_score":0.0478071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401172909948885,"score_gpt":0.286021525145746,"score_spread":0.2620097960462572,"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."}}