{"id":"W2051809211","doi":"10.1891/cmaj.4.4.202.63693","title":"Linking Guidelines for Case Management to Risk of Institutionalization","year":2003,"lang":"en","type":"article","venue":"Care management journals","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Workload; Risk management; Guideline; Focus group; Service (business); Quality management; Service provider; Institutionalisation; Quality (philosophy); Psychology; Risk assessment; Case management; Nursing; Medicine; Process management; Applied psychology; Business; Computer science; Psychiatry","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":[0.00119921,0.0001382715,0.0002346679,0.0004172149,0.0007219242,0.0000191858,0.0001275281,0.00007310342,0.0001706922],"category_scores_gemma":[0.0002765257,0.0001254498,0.0001289901,0.0004305275,0.00001422155,0.00007873575,0.00007204981,0.0001205573,0.00002770163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888436,"about_ca_system_score_gemma":0.00004183515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002587836,"about_ca_topic_score_gemma":0.00004051734,"domain_scores_codex":[0.9981985,0.0002000614,0.0007751256,0.0002250101,0.0002820941,0.0003191712],"domain_scores_gemma":[0.997972,0.000103427,0.0003758743,0.0002755355,0.001167679,0.0001054584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002423195,0.0001728215,0.02213459,0.0073225,0.001104303,0.0006725172,0.01804121,0.01134748,0.00004024417,0.1721816,0.4162989,0.3504416],"study_design_scores_gemma":[0.001995875,0.0001006794,0.00244679,0.001452244,0.0006418028,0.00003336109,0.07838747,0.00004369127,0.00008247362,0.005037497,0.9094975,0.0002805906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09800031,0.009036018,0.7486688,0.002432641,0.007961342,0.007414802,0.0001845373,0.0001730071,0.1261286],"genre_scores_gemma":[0.8653502,0.003532922,0.121287,0.002001215,0.0007756563,0.0005598183,0.00008876194,0.00006425203,0.006340086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.76735,"threshold_uncertainty_score":0.555253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357381387853859,"score_gpt":0.4773333558169137,"score_spread":0.3415952170315278,"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."}}