{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004573471,0.0004539538,0.0007715821,0.001598294,0.01208534,0.00740004,0.002789731,0.003620457,0.01495825],"category_scores_gemma":[0.02636359,0.0004718164,0.000790738,0.002470238,0.004255041,0.004469861,0.00619081,0.006608102,0.001888272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03514718,"about_ca_system_score_gemma":0.1114504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5788219,"about_ca_topic_score_gemma":0.803577,"domain_scores_codex":[0.9924084,0.001848259,0.0005379268,0.0003364033,0.001852796,0.003016212],"domain_scores_gemma":[0.9690433,0.001258142,0.001679941,0.0004644359,0.007267516,0.02028658],"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":[0.00005960714,0.0003434888,0.03411274,0.001342693,0.00009537165,0.001269038,0.007856949,0.000256566,0.0001611382,0.0132949,0.744936,0.1962715],"study_design_scores_gemma":[0.000239558,0.0003347374,0.1660213,0.0135757,0.0001354121,0.001848434,0.03656488,0.0003288033,0.0001721927,0.027276,0.7533063,0.0001967206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02189004,0.05718354,0.0008317084,0.8052977,0.008423879,0.0001768856,0.0004342757,0.000192979,0.105569],"genre_scores_gemma":[0.5247906,0.1498799,0.007327466,0.2789871,0.01495358,0.0003897705,0.001252875,0.0001617841,0.02225698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5788219,"threshold_uncertainty_score":0.847317,"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."}}