{"id":"W2023935649","doi":"10.1093/ageing/afu036.59","title":"59 * NATIONAL AUDIT OF DEMENTIA: PROGRESS REPORT","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Audit; Medicine; Mental health; Quarter (Canadian coin); Acute hospital; Health care; Nursing; Family medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03736296,0.0007099718,0.001518415,0.007184061,0.001281364,0.003412391,0.001687108,0.001094008,0.01766703],"category_scores_gemma":[0.09381063,0.00119978,0.001628713,0.009836583,0.0007745053,0.001909927,0.003247871,0.001323305,0.009795574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005926047,"about_ca_system_score_gemma":0.03386508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06186952,"about_ca_topic_score_gemma":0.0604232,"domain_scores_codex":[0.9440896,0.01366393,0.01888152,0.002023285,0.01906333,0.002278352],"domain_scores_gemma":[0.8339372,0.01932272,0.02282859,0.00995891,0.1088632,0.005089381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00119675,0.0005051957,0.1000825,0.01390224,0.0005245327,0.0001608214,0.0004282904,0.0004082407,0.0003136146,0.001127073,0.6279177,0.253433],"study_design_scores_gemma":[0.001181928,0.0004725003,0.4595194,0.02819408,0.0007673801,0.0004565597,0.0005828115,0.0006115299,0.001174797,0.0007822217,0.5061429,0.0001138663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07329842,0.07379042,0.008407838,0.03005282,0.007351425,0.03555177,0.4504502,0.002826918,0.3182702],"genre_scores_gemma":[0.3027854,0.08433533,0.04495554,0.01149272,0.001018082,0.02949443,0.4764611,0.001074973,0.04838246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06186952,"threshold_uncertainty_score":0.1975965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345532204085279,"score_gpt":0.2162042572960874,"score_spread":0.2027489352552346,"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."}}