{"id":"W2154104263","doi":"10.1186/1471-2318-12-59","title":"Identifying resident care areas for a quality improvement intervention in long-term care: a collaborative approach","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Health Sciences North; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada; Alberta Innovates; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Nursing; Scope (computer science); Quality management; Health care; Intervention (counseling); Stakeholder; Long-term care; Scope of practice; Management system; Operations management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08016964,0.0009866755,0.001280563,0.004505049,0.006356937,0.00682831,0.00456648,0.002141617,0.001812744],"category_scores_gemma":[0.07207903,0.0006338077,0.001426837,0.002420658,0.002079389,0.003366105,0.01113624,0.002739632,0.0002562751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008915402,"about_ca_system_score_gemma":0.03137115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004936617,"about_ca_topic_score_gemma":0.01585858,"domain_scores_codex":[0.9321865,0.05287328,0.002691888,0.003754381,0.005954283,0.002539591],"domain_scores_gemma":[0.9309286,0.03524093,0.008208245,0.002903032,0.01128758,0.01143166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008607939,0.01231596,0.03824816,0.005778103,0.0006600875,0.000990407,0.1286236,0.003701973,0.004249217,0.00310653,0.009377047,0.7920881],"study_design_scores_gemma":[0.004645068,0.02752954,0.2680853,0.01935057,0.003851567,0.001673758,0.51464,0.0529378,0.01256467,0.02781947,0.06609668,0.0008056425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7070149,0.003387895,0.2167687,0.01556192,0.0005104424,0.0378699,0.0001505488,0.0009867573,0.017749],"genre_scores_gemma":[0.61345,0.001101681,0.3722894,0.001169749,0.00009832516,0.01049504,0.0001663838,0.00003194572,0.001197465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08016964,"threshold_uncertainty_score":0.4239827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822531055387692,"score_gpt":0.4426583516875435,"score_spread":0.3604052461487743,"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."}}