{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004128053,0.0000832655,0.0001455047,0.0001089418,0.000496639,0.00001263694,0.0001369887,0.0001136744,0.00004718759],"category_scores_gemma":[0.0005769898,0.0000549213,0.00006476925,0.0002226052,0.00005303349,0.0003657521,0.000006234022,0.0005773647,0.00002877262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544514,"about_ca_system_score_gemma":0.0002868547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000227959,"about_ca_topic_score_gemma":0.00002509928,"domain_scores_codex":[0.9982954,0.0003880297,0.0006232624,0.00005777201,0.0003781874,0.0002573564],"domain_scores_gemma":[0.9970109,0.001299127,0.0009419747,0.0001459319,0.0005052185,0.0000968043],"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":[0.009897432,0.001490639,0.003203715,0.0001181186,0.0001559868,0.0001802758,0.1891423,0.000004173261,0.006153081,0.005774024,0.2885096,0.4953706],"study_design_scores_gemma":[0.002844675,0.004457058,0.2109004,0.002209509,0.001131891,0.004291079,0.3106357,0.00004393631,0.001739142,0.004940929,0.456354,0.0004516226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759389,0.003296852,0.01646906,0.1405373,0.01782563,0.0009729814,0.000006598044,0.00007549165,0.06142708],"genre_scores_gemma":[0.9943233,0.0001019024,0.001244172,0.0007724395,0.003140058,0.000001285643,0.000002693169,0.00001219418,0.0004019937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.494919,"threshold_uncertainty_score":0.3819796,"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."}}