{"id":"W2147420356","doi":"10.1093/geront/gns165","title":"Influence of Individual and Contextual Characteristics on the Provision of Individualized Care in Long-Term Care Facilities","year":2013,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria; University of British Columbia","funders":"","keywords":"Empowerment; Context (archaeology); Variance (accounting); Multilevel model; Psychology; Long-term care; Intraclass correlation; Nursing; Predictive power; Perception; Social psychology; Medicine; Business; Developmental psychology; Psychometrics; Statistics","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":[0.0003871245,0.0001516259,0.000378987,0.00006840366,0.0002561244,0.00001411515,0.0003595951,0.0001624242,0.00008544257],"category_scores_gemma":[0.0003720599,0.0000811731,0.00004159035,0.00009999638,0.0005504786,0.00006968553,0.0001702304,0.000373311,0.00001355405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076093,"about_ca_system_score_gemma":0.000130292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693167,"about_ca_topic_score_gemma":0.001701823,"domain_scores_codex":[0.998204,0.0005399738,0.0005239514,0.0001740279,0.0002682438,0.0002897872],"domain_scores_gemma":[0.9980079,0.0009665794,0.0003547234,0.0003816734,0.0002533242,0.00003579583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003297711,0.00005323156,0.5149667,0.001128165,0.00003876204,0.000002500145,0.4428675,0.000004700201,0.000233714,0.0009261676,0.0008867934,0.03856199],"study_design_scores_gemma":[0.0005942715,0.0002640844,0.8549275,0.0002705775,0.00002325406,7.422601e-7,0.1435284,7.183159e-7,0.0001201738,0.00006823699,0.0001256841,0.00007640673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956448,0.001436467,0.000002234232,0.0006402906,0.0001387093,0.001243231,0.0002646614,0.00001932531,0.0006102475],"genre_scores_gemma":[0.9994416,0.00008424884,0.00001372955,0.00009976923,0.00003333096,0.0001191286,0.00005523442,0.000008338743,0.0001446284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399607,"threshold_uncertainty_score":0.5582989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391538659008354,"score_gpt":0.3553195763540387,"score_spread":0.3114041897639551,"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."}}