{"id":"W4245724369","doi":"10.12927/cjnl.2014.23763","title":"HealthAchieve 2013 Nursing Leadership Award Winner, Tiziana Rivera","year":2014,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Psychology; Management; Sociology; Gerontology; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001060583,0.0007088815,0.0007426676,0.0005615866,0.0009317066,0.0004252734,0.0005568223,0.0004959449,0.0001813045],"category_scores_gemma":[0.0002845142,0.0007843868,0.0003315868,0.0007343085,0.0008922577,0.0008979491,0.00001276843,0.0009930513,0.000771656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380632,"about_ca_system_score_gemma":0.00007718318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002649745,"about_ca_topic_score_gemma":0.00004756327,"domain_scores_codex":[0.9940904,0.0008928827,0.0008295726,0.001184377,0.0009865373,0.002016232],"domain_scores_gemma":[0.9972895,0.0006026704,0.0004305861,0.0009036439,0.000173225,0.0006004225],"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":[0.001100005,0.0014785,0.003351887,0.0004207616,0.00006344419,0.00000936517,0.02747024,0.0003937575,0.003546919,0.004647119,0.3447509,0.6127671],"study_design_scores_gemma":[0.03442468,0.01518299,0.2300679,0.06361775,0.003511372,0.0009813267,0.1931547,0.03093639,0.08440118,0.1092942,0.2192694,0.01515817],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1600286,0.008356559,0.01024838,0.7571862,0.03038943,0.00226734,0.00002784734,0.002591678,0.02890402],"genre_scores_gemma":[0.9827413,0.00001834603,0.003311524,0.01015022,0.002335511,0.00003426072,0.0001257027,0.0002118619,0.001071278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8227127,"threshold_uncertainty_score":0.9994607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762595287460022,"score_gpt":0.3320019896032561,"score_spread":0.1557424608572539,"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."}}