{"id":"W4213374141","doi":"10.1093/geront/gnw162.952","title":"LONG TERM CARE - I (STAFFING AND SUPPORT)","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Brock University; Bruyère; University of Ottawa","funders":"","keywords":"Staffing; Term (time); Long-term care; Business; Nursing; Medicine; Physics","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":[0.0002451983,0.0001008577,0.0001615671,0.00002594892,0.0006252202,0.000009276281,0.0001547521,0.000105937,0.0004672648],"category_scores_gemma":[0.00009943752,0.00004693657,0.00003433623,0.00004486598,0.0001910866,0.00005869866,0.0000982269,0.0001454913,0.0001802476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009943124,"about_ca_system_score_gemma":0.00007862539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003188039,"about_ca_topic_score_gemma":0.00148468,"domain_scores_codex":[0.9989757,0.0001764545,0.0001972928,0.0001778369,0.00009114727,0.0003815589],"domain_scores_gemma":[0.9990861,0.0003785671,0.00009759323,0.0003125315,0.00006330114,0.00006194857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00018905,0.00002294906,0.3376185,0.0002306397,0.00003650501,0.00003703825,0.03581963,7.126306e-8,0.0007807843,0.001743716,0.05469332,0.5688278],"study_design_scores_gemma":[0.001216754,0.0001600029,0.9565764,0.0001762004,0.00005917514,0.00001589012,0.01608885,2.940725e-7,0.0001132473,0.0004056653,0.02497707,0.0002104535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630014,0.002685751,0.0004850356,0.009265607,0.00144051,0.0004688676,0.00002359235,0.0001875435,0.02244172],"genre_scores_gemma":[0.9925261,0.0001480691,0.00004596685,0.0001983839,0.0002653981,0.00002876199,0.00000566149,0.00001140453,0.006770262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6189579,"threshold_uncertainty_score":0.5116221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320881232902384,"score_gpt":0.3889677663384716,"score_spread":0.3357589540094478,"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."}}