{"id":"W4206973536","doi":"10.46747/cfp.680125","title":"Dementia care in acute care settings","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Dementia; Medicine; Acute care; Acute hospital; Intensive care medicine; Medical emergency; Health care; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003301161,0.000171217,0.0002559924,0.0003275663,0.001887408,0.00001112898,0.0003617393,0.00008237745,0.00006845574],"category_scores_gemma":[0.000007174479,0.0002143031,0.00006953075,0.000558341,0.00002733303,0.00008940494,0.0001901024,0.0009094004,0.0002531402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002991729,"about_ca_system_score_gemma":0.002315046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1683986,"about_ca_topic_score_gemma":0.392968,"domain_scores_codex":[0.9971411,0.0007087449,0.000406445,0.0003920138,0.0002862116,0.001065527],"domain_scores_gemma":[0.9988697,0.00005168331,0.0001103676,0.0004284587,0.0001038186,0.0004359601],"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":[0.00007353221,0.00006865269,0.01169231,0.002109629,0.0002755239,0.0006139431,0.202226,0.0002366587,0.0002135235,0.02677071,0.4842756,0.2714439],"study_design_scores_gemma":[0.0003534174,0.00005486909,0.01102846,0.0000508394,0.00002359878,3.990651e-8,0.309671,0.000007348107,0.000002059323,0.000132898,0.6785131,0.0001624177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3925627,0.005161515,0.00001027296,0.01227956,0.002818821,0.003198932,0.001836198,0.0001823448,0.5819497],"genre_scores_gemma":[0.7060598,0.00001712878,0.00005154653,0.2922873,0.0001575421,0.0005301582,0.0004383955,0.00003447193,0.0004237289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5815259,"threshold_uncertainty_score":0.999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216313159155011,"score_gpt":0.3672044731262596,"score_spread":0.3250413415347095,"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."}}