{"id":"W4311474396","doi":"10.46747/cfp.6812897","title":"Optimizing delirium assessment, management, and prevention","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Delirium; Medicine; Emergency department; Population; Intensive care medicine; MEDLINE; Medical emergency; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002426036,0.000821952,0.0009410492,0.001819674,0.002455658,0.002083908,0.0009195384,0.001317554,0.005647663],"category_scores_gemma":[0.01718138,0.0002560328,0.0006489729,0.0006755464,0.0003342018,0.001486426,0.001735103,0.002276726,0.001326835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005256447,"about_ca_system_score_gemma":0.0251439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1205485,"about_ca_topic_score_gemma":0.2704584,"domain_scores_codex":[0.9979542,0.0006340978,0.0002184462,0.0001393927,0.0007097276,0.00034406],"domain_scores_gemma":[0.9939036,0.0007356464,0.000703737,0.00006882703,0.002810977,0.001777122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001855746,0.001466069,0.07204427,0.001540198,0.0001923254,0.001260603,0.001348942,0.001627442,0.0007877098,0.002492823,0.3025328,0.6145213],"study_design_scores_gemma":[0.0007586679,0.002018071,0.5572293,0.03012626,0.0006088288,0.004999889,0.01018063,0.006694691,0.002130271,0.01728339,0.3675666,0.0004033069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1261031,0.1895936,0.02799637,0.4557959,0.006195687,0.003329757,0.002383943,0.001856678,0.186745],"genre_scores_gemma":[0.6031189,0.1814532,0.1271267,0.05731967,0.008699774,0.002409261,0.00236405,0.0002447446,0.01726369],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1205485,"threshold_uncertainty_score":0.2396938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188124218214843,"score_gpt":0.2714793913238744,"score_spread":0.2526669695023901,"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."}}