{"id":"W2588087496","doi":"","title":"Landmark Articles From Volumes 31-40 / Des articles-jalons tirés des volumes 31 à 40 - Nurse Staffing and Patient Outcomes: Evolution of an International Study","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Staffing; Nursing; Health care; Medicine; Foundation (evidence); Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004465511,0.0009931164,0.0007573724,0.006979526,0.002349072,0.006514168,0.001425911,0.003243385,0.07927364],"category_scores_gemma":[0.01975711,0.0004876604,0.0008399956,0.0055455,0.0017397,0.003469319,0.002415358,0.00319794,0.02609147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093919,"about_ca_system_score_gemma":0.003787164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007198134,"about_ca_topic_score_gemma":0.02238434,"domain_scores_codex":[0.9954562,0.0007013002,0.0002688503,0.0003020284,0.002914497,0.0003571225],"domain_scores_gemma":[0.9743502,0.006689892,0.00139303,0.0009686313,0.01313688,0.003461517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002008916,0.00001351802,0.0001220957,0.0001983587,0.000003010479,0.0000377066,0.00005444471,0.00001502695,0.00009937691,0.001356433,0.9778343,0.02024558],"study_design_scores_gemma":[0.00000326327,0.00001033739,0.0005966973,0.0003358882,0.000003090999,0.00005754211,0.00008923854,0.000009112066,0.00007644495,0.0004751596,0.9983376,0.000005444157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.001474887,0.08426592,0.0008157368,0.251683,0.4571981,0.0002767753,0.001572255,0.0002679555,0.2024453],"genre_scores_gemma":[0.01303013,0.08274863,0.001371804,0.05905607,0.4189756,0.0002792696,0.00190849,0.0005940362,0.422036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07927364,"threshold_uncertainty_score":0.2651967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2218196233556907,"score_gpt":0.5215118660596307,"score_spread":0.29969224270394,"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."}}