{"id":"W2914045096","doi":"10.12927/hcq.2018.25708","title":"Safety and Quality of Care for Seniors Living with Dementia","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Dementia; Gerontology; Medicine; Best practice; Population ageing; Population; Quality (philosophy); Nursing; Environmental health; Political science; Disease","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":[0.004072518,0.0001557487,0.000338747,0.001468784,0.003964759,0.003288777,0.0007626034,0.0007691295,0.00175805],"category_scores_gemma":[0.02781651,0.000121834,0.0005350694,0.002072032,0.001735232,0.001187416,0.002790327,0.001103499,0.0001527214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400559,"about_ca_system_score_gemma":0.03927536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5082383,"about_ca_topic_score_gemma":0.6594417,"domain_scores_codex":[0.9927968,0.001682593,0.0006073047,0.0001379425,0.00370364,0.001071682],"domain_scores_gemma":[0.9810086,0.001473746,0.003971577,0.0002920792,0.008030659,0.005223325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002459674,0.0002249238,0.4727609,0.0007376922,0.0002215412,0.000323315,0.01180169,0.0006732008,0.0003501032,0.004257707,0.06045511,0.4479478],"study_design_scores_gemma":[0.00003133056,0.0004794693,0.8995526,0.002031579,0.0001277976,0.0005393394,0.03090548,0.000615285,0.0003170691,0.004740476,0.06055379,0.0001057283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.637182,0.03768788,0.001998831,0.2150846,0.001880839,0.000150238,0.001397034,0.0001454091,0.1044731],"genre_scores_gemma":[0.9817652,0.009351487,0.001279802,0.005513669,0.0003031155,0.00002085018,0.0003083175,0.000009871477,0.001447566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5082383,"threshold_uncertainty_score":0.9893155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827871071833013,"score_gpt":0.4007326243175314,"score_spread":0.3624539135992013,"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."}}