{"id":"W2076934285","doi":"10.12927/cjnl.2012.22959","title":"Measuring Outcomes of Nursing Care, Improving the Health of Canadians: NNQR (C), C-HOBIC and NQuiRE","year":2012,"lang":"en","type":"review","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Canadian Nurses Association","funders":"","keywords":"Nursing; Quality (philosophy); Nursing research; Health care; Team nursing; Nurse education; Psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002250301,0.0005806366,0.002451164,0.0003940626,0.001171799,0.00002747209,0.0005143824,0.0006636375,0.00004587083],"category_scores_gemma":[0.000319634,0.0004138989,0.0003385272,0.0004425644,0.0006356278,0.0002632374,0.00003268589,0.001975102,0.00001205409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416902,"about_ca_system_score_gemma":0.00228097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518301,"about_ca_topic_score_gemma":0.00102725,"domain_scores_codex":[0.9936471,0.00235176,0.00158739,0.0005041419,0.0005275919,0.001382044],"domain_scores_gemma":[0.9937282,0.002229357,0.002664234,0.0008258065,0.0001926732,0.0003597659],"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":[0.00001727075,0.00005611116,0.0003651478,0.04509166,0.0000925296,5.821241e-7,0.04889191,2.111518e-7,8.962385e-7,0.0003427328,0.0005217004,0.9046192],"study_design_scores_gemma":[0.0006001486,0.0002495289,0.001557544,0.3090239,0.002894008,0.00003846368,0.2514173,0.000005168286,0.000001862225,0.0001235697,0.4333017,0.0007868365],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006699639,0.9882781,0.00003188398,0.003533647,0.003268404,0.001537868,0.00005611698,0.00005346652,0.003173544],"genre_scores_gemma":[0.02138384,0.9750513,0.0006308081,0.0005152712,0.001108407,0.0000861253,0.00006768141,0.0002596777,0.0008968408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9038324,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5985305837125487,"score_gpt":0.4893098503126865,"score_spread":0.1092207333998623,"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."}}