{"id":"W2331631805","doi":"10.1097/nna.0000000000000160","title":"Sustainability of an Innovation to Support and Respond to Persons With Behaviors Related to Dementia and Delirium","year":2015,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Norfolk General Hospital","funders":"Hamilton Health Sciences","keywords":"Dementia; Delirium; Sustainability; Psychology; Cognition; Nursing; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01110399,0.0004669992,0.0002316782,0.001003225,0.001114399,0.001388342,0.00124901,0.001581524,0.001591805],"category_scores_gemma":[0.02550536,0.0001851445,0.0009363136,0.0003777256,0.0009463324,0.001053541,0.004026783,0.001670371,0.0002609501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624402,"about_ca_system_score_gemma":0.01095539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001924935,"about_ca_topic_score_gemma":0.003852735,"domain_scores_codex":[0.9931338,0.003329236,0.000450016,0.0003711809,0.001928436,0.0007872503],"domain_scores_gemma":[0.9903509,0.004502099,0.001204734,0.0009782609,0.001266469,0.001697472],"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":[0.0002597904,0.01012652,0.02480236,0.0009213734,0.0001043308,0.0004803737,0.004886925,0.0008836326,0.003724506,0.002241355,0.00341273,0.9481561],"study_design_scores_gemma":[0.00475784,0.1181806,0.5274449,0.004977819,0.001522153,0.005236432,0.02441553,0.0173754,0.04792505,0.01481044,0.232827,0.0005268242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410763,0.001163038,0.01934428,0.01421515,0.0007367135,0.006666715,0.0001487983,0.0008749541,0.01577413],"genre_scores_gemma":[0.9324722,0.0008556268,0.05846739,0.002382315,0.00030194,0.002401048,0.0001199833,0.00003085432,0.002968708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110399,"threshold_uncertainty_score":0.05872422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818837030333426,"score_gpt":0.4850588989593115,"score_spread":0.3031751959259689,"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."}}