{"id":"W2070819055","doi":"10.1002/nur.20185","title":"Description of an advanced practice nursing consultative model to reduce restrictive siderail use in nursing homes","year":2007,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"Novartis Foundation; Hartford Foundation for Public Giving; University of Pennsylvania; John A. Hartford Foundation","keywords":"Medicine; Nursing; Nursing homes; Psychological intervention; MEDLINE; Nursing practice; Gerontology","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":[0.0015953,0.0004644418,0.0002189866,0.0006370917,0.001205947,0.000865719,0.001789486,0.001418511,0.005662748],"category_scores_gemma":[0.002954499,0.0002793078,0.000680891,0.0003277561,0.0003562202,0.0007591543,0.001415262,0.001092243,0.001132765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380212,"about_ca_system_score_gemma":0.004299263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131547,"about_ca_topic_score_gemma":0.01091801,"domain_scores_codex":[0.9985138,0.0007448854,0.00009102743,0.0000898205,0.000371112,0.0001893585],"domain_scores_gemma":[0.9984574,0.0003606414,0.0001276719,0.0001178714,0.0001546416,0.0007816727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001023668,0.03616197,0.0151014,0.001542716,0.00008873934,0.003208845,0.002514978,0.008377866,0.008841907,0.004207987,0.03182402,0.8871059],"study_design_scores_gemma":[0.01027514,0.08970202,0.163428,0.005395235,0.0008754892,0.03092623,0.009310874,0.1950989,0.03050838,0.02069053,0.4426843,0.001104886],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6932639,0.00310716,0.1784758,0.0268172,0.001878567,0.02075324,0.0008323058,0.004333901,0.07053804],"genre_scores_gemma":[0.6589777,0.002441219,0.3081927,0.004015498,0.0005674897,0.01097293,0.0004269029,0.00008887162,0.01431663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662748,"threshold_uncertainty_score":0.01894373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2696368679762827,"score_gpt":0.5978665120014136,"score_spread":0.3282296440251309,"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."}}