{"id":"W4210471762","doi":"10.1186/s40814-022-00975-8","title":"SCOPE: safer care for older persons (in residential) environments—a pilot study to enhance care aide-led quality improvement in nursing homes","year":2022,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University; Athabasca University; University of Calgary; University of Alberta; University of Manitoba","funders":"","keywords":"Psychological intervention; Coaching; Nursing; SAFER; Quality management; Thematic analysis; Intervention (counseling); Psychology; Medicine; Medical education; Qualitative research; Operations management; Engineering","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":[0.005517193,0.0007521521,0.0006804687,0.0007350938,0.001648712,0.0007475324,0.001894087,0.001205423,0.00274256],"category_scores_gemma":[0.004427384,0.0005862516,0.000928036,0.0003726972,0.001001761,0.0009224544,0.001873262,0.001348197,0.0003426915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444518,"about_ca_system_score_gemma":0.006946956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008258083,"about_ca_topic_score_gemma":0.02665746,"domain_scores_codex":[0.9967946,0.001843146,0.0001812856,0.0002556375,0.0003415711,0.0005836392],"domain_scores_gemma":[0.9956588,0.001047918,0.00040685,0.000355763,0.0006485621,0.00188216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01726908,0.6031941,0.08681121,0.003940221,0.0004614969,0.002951976,0.03790424,0.002609003,0.02021305,0.0006069511,0.00419354,0.2198451],"study_design_scores_gemma":[0.02419363,0.6720667,0.2683839,0.0004660682,0.0003289523,0.00052295,0.02089875,0.001619526,0.004388985,0.0003328718,0.006696342,0.0001012489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892636,0.00006651476,0.0004343833,0.0001435587,0.0000238579,0.00932507,0.0001370923,0.00002732675,0.0005787255],"genre_scores_gemma":[0.9528192,0.0005466992,0.013491,0.0007817271,0.00009345627,0.03043167,0.0003990495,0.0000146483,0.00142254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008258083,"threshold_uncertainty_score":0.02917808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444679170035124,"score_gpt":0.476642885901497,"score_spread":0.3321749688979846,"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."}}