{"id":"W3113193277","doi":"10.1002/alz.047217","title":"Describing trends in the quality of health care and services for men and women living with dementia","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; McGill University","funders":"","keywords":"Dementia; Medicine; Disadvantaged; Health care; Ambulatory care; Emergency department; Gerontology; Population; Family medicine; Disease; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001580253,0.0001874949,0.00027102,0.003565112,0.000599661,0.001173791,0.0008592935,0.0002590049,0.001699358],"category_scores_gemma":[0.004563537,0.000172489,0.0007892941,0.007495412,0.0002917734,0.0005340595,0.0006653709,0.0004260054,0.0001389165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008881549,"about_ca_system_score_gemma":0.008964761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9138342,"about_ca_topic_score_gemma":0.927696,"domain_scores_codex":[0.9986851,0.000137877,0.0001623585,0.0001893978,0.000452963,0.0003722365],"domain_scores_gemma":[0.997262,0.0003248997,0.0008272993,0.00008610424,0.001222528,0.0002772069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005947696,0.00000952324,0.9904423,0.00008998353,0.0001309888,0.00001983054,0.0002774081,0.0001628911,0.00005917777,0.0002187859,0.001414547,0.007114941],"study_design_scores_gemma":[0.000002628051,0.00001345839,0.9977834,0.00003280802,0.00002466325,0.00001600489,0.000519352,0.0003186907,0.00004257354,0.00002866086,0.001213484,0.000004455905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253574,0.003562968,0.0005959604,0.001146145,0.00004473344,0.0001099681,0.06202989,0.00004264711,0.007110191],"genre_scores_gemma":[0.9862817,0.001164432,0.0005414752,0.0001057436,0.00001759635,0.00006074218,0.01118165,0.000005413896,0.0006411099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138342,"threshold_uncertainty_score":0.1733465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075730099185113,"score_gpt":0.451565452124439,"score_spread":0.2439924422059278,"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."}}