{"id":"W2021285598","doi":"10.1097/naq.0b013e3182032208","title":"Optimizing Quality, Service, and Cost Through Innovation","year":2011,"lang":"en","type":"article","venue":"Nursing Administration Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Quarter (Canadian coin); Business; Outreach; Incentive; Quality (philosophy); Emergency department; Health care; Repurposing; Operations management; Service (business); Medical emergency; Nursing; Medicine; Finance; Marketing; Economics; Economic growth; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01259991,0.0006925605,0.0004767383,0.002283728,0.001731584,0.007971239,0.001297682,0.001958988,0.005353001],"category_scores_gemma":[0.02943095,0.0002063514,0.0006765791,0.001733542,0.004867091,0.006130859,0.004208198,0.002197896,0.001161528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005769282,"about_ca_system_score_gemma":0.0136547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003634517,"about_ca_topic_score_gemma":0.003955232,"domain_scores_codex":[0.9856336,0.005134166,0.0006314467,0.0007386035,0.005843507,0.002018828],"domain_scores_gemma":[0.9825292,0.007281072,0.002410164,0.001683095,0.003656006,0.002440512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737921,0.00103893,0.0244983,0.0009024852,0.0002545243,0.0002217939,0.003306062,0.01278202,0.002841958,0.3020264,0.04871051,0.6032432],"study_design_scores_gemma":[0.0003318733,0.001519696,0.02892237,0.001970462,0.0002642689,0.0005029071,0.008767077,0.01898946,0.004769571,0.6100003,0.3237704,0.0001916318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.178651,0.01511047,0.1603068,0.2561603,0.00251825,0.0007354732,0.0001973887,0.001411555,0.3849087],"genre_scores_gemma":[0.9179155,0.008089142,0.04673577,0.008596881,0.002036167,0.0002479801,0.00009114203,0.0001669896,0.01612034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01259991,"threshold_uncertainty_score":0.06663543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.235338540880362,"score_gpt":0.4913062140498045,"score_spread":0.2559676731694425,"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."}}