{"id":"W2073188231","doi":"10.1097/01.nna.0000277719.79876.ec","title":"Practice Change","year":2007,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Nursing; Accountability; Geriatric care; Process management; Rehabilitation; Nursing care; Medicine; Psychology; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02194554,0.0006146643,0.0003762281,0.00147844,0.003622336,0.005844913,0.002945705,0.004291595,0.01705615],"category_scores_gemma":[0.0792742,0.0002887777,0.0009990761,0.001227485,0.00257915,0.004577878,0.006915955,0.004536976,0.004997272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007155901,"about_ca_system_score_gemma":0.01752136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711134,"about_ca_topic_score_gemma":0.005450691,"domain_scores_codex":[0.9670282,0.0190774,0.001990466,0.003053968,0.006816934,0.002033025],"domain_scores_gemma":[0.9554838,0.009940903,0.003031415,0.005528091,0.01825377,0.007762003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001164105,0.001019893,0.01643975,0.0008758634,0.00006975307,0.0008048642,0.02038029,0.0004898172,0.0007346972,0.05788681,0.1160976,0.7850842],"study_design_scores_gemma":[0.0001343825,0.0004567277,0.01091445,0.002469546,0.00004987649,0.001533645,0.02772528,0.0009670206,0.000821018,0.04199887,0.9128659,0.00006328666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08142856,0.008477713,0.06406157,0.4388979,0.01704882,0.002288383,0.0003936942,0.001239214,0.3861642],"genre_scores_gemma":[0.7185791,0.005675382,0.08241346,0.09644117,0.002229094,0.002106547,0.0005884763,0.000246341,0.09172039],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02194554,"threshold_uncertainty_score":0.1160605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679691033176132,"score_gpt":0.5128452209050622,"score_spread":0.3448761175874491,"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."}}