{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665243,0.0002205574,0.0001939058,0.0003113209,0.001475966,0.0009091877,0.001211798,0.0003973301,0.01934628],"category_scores_gemma":[0.005045426,0.000107529,0.000347671,0.0003210623,0.0002005306,0.0003068785,0.001846269,0.0007185685,0.00309873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733419,"about_ca_system_score_gemma":0.004189344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957537,"about_ca_topic_score_gemma":0.01506322,"domain_scores_codex":[0.9986693,0.0004950576,0.00008588195,0.00009420233,0.0003655018,0.0002902164],"domain_scores_gemma":[0.9948263,0.0003305456,0.0004235242,0.0002780159,0.001441626,0.002699998],"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":[0.0006010139,0.002235954,0.04934391,0.0005702417,0.00003659292,0.0002274275,0.003560306,0.0002532885,0.002383897,0.0009006839,0.053936,0.8859507],"study_design_scores_gemma":[0.0006170188,0.01948421,0.6250082,0.001632446,0.0001803569,0.002085656,0.009082625,0.001242446,0.003675097,0.001192533,0.3356929,0.0001064879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775208,0.003444332,0.009286598,0.007527405,0.001140045,0.002980713,0.002580498,0.00110362,0.1944159],"genre_scores_gemma":[0.9325776,0.001091345,0.02078218,0.001907899,0.0002626594,0.00223001,0.001431906,0.00007361846,0.03964276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934628,"threshold_uncertainty_score":0.06471974,"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."}}