{"id":"W2144423764","doi":"10.12927/cjnl.2003.16255","title":"Oral Hygiene in the Elderly: A Quality Improvement Initiative","year":2003,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Nursing; Quality management; Unit (ring theory); Quality (philosophy); Hygiene; Medicine; Long-term care; Oral hygiene; Psychology; Operations management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002375125,0.0001750745,0.0002726541,0.0001338964,0.0005512518,0.00002188368,0.0002069647,0.0001965532,0.0001799136],"category_scores_gemma":[0.0005137961,0.0001303034,0.00008182153,0.0005320302,0.0001387398,0.0001109654,0.000006880683,0.0008257424,0.0001147386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991171,"about_ca_system_score_gemma":0.0002847141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760872,"about_ca_topic_score_gemma":0.0002930532,"domain_scores_codex":[0.996041,0.002050457,0.0004838854,0.0002978414,0.0003419144,0.0007849041],"domain_scores_gemma":[0.9984743,0.0008075875,0.0001702368,0.0003801832,0.00009408117,0.00007359283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004623671,0.001601605,0.01673713,0.0005114413,0.000054407,0.00003139536,0.599135,0.000006978705,0.001185415,0.04419059,0.07756969,0.258514],"study_design_scores_gemma":[0.003257215,0.0007255567,0.07132075,0.0006957726,0.00005277994,0.000004911744,0.8928012,0.000005835361,0.0003366004,0.01525122,0.0151531,0.0003950615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483093,0.0009878271,0.0006039247,0.04324732,0.003394171,0.0015684,0.00001058362,0.0001561119,0.1017224],"genre_scores_gemma":[0.996174,0.00000567489,0.0002797489,0.002523995,0.0001805858,0.0000860149,0.00001156975,0.0000203024,0.0007181285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2936662,"threshold_uncertainty_score":0.5313617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.414593457705092,"score_gpt":0.4557051958185487,"score_spread":0.0411117381134567,"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."}}