{"id":"W2133336212","doi":"10.12927/cjnl.2009.20794","title":"A Cross-Country Check-Up in Healthcare","year":2009,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Restructuring; Health care; Business; Nursing; Corporate governance; Work (physics); Quality (philosophy); Public relations; Healthcare service; Succession planning; Focus (optics); Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003875185,0.000267404,0.0001997067,0.003641586,0.001760441,0.001582106,0.0005944629,0.0009256948,0.01135504],"category_scores_gemma":[0.0101574,0.0002722937,0.0004863291,0.005694011,0.0005421881,0.002060534,0.002973395,0.0009981756,0.001369389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865136,"about_ca_system_score_gemma":0.003400532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0558763,"about_ca_topic_score_gemma":0.07625298,"domain_scores_codex":[0.9972452,0.001001239,0.0002973645,0.0003303337,0.0004677464,0.0006580992],"domain_scores_gemma":[0.985719,0.002628449,0.002192568,0.001706838,0.006171855,0.001581253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003074034,0.0002982034,0.8901552,0.0005596638,0.000178519,0.001953614,0.008186799,0.0003557679,0.001825366,0.002502177,0.03453867,0.05913867],"study_design_scores_gemma":[0.000008444546,0.0001453122,0.951153,0.0001552123,0.00003966954,0.0007595045,0.01176694,0.0001174582,0.0005164228,0.00008003126,0.03522699,0.00003112896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079168,0.003987278,0.0010982,0.008979786,0.0009930636,0.00035282,0.01060706,0.0001241037,0.06594085],"genre_scores_gemma":[0.9735194,0.001775887,0.001826834,0.003059948,0.0001062196,0.0002602956,0.006093976,0.00004487313,0.01331245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0558763,"threshold_uncertainty_score":0.1111021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387679268180212,"score_gpt":0.3857488442753139,"score_spread":0.2469809174572928,"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."}}