{"id":"W7096142194","doi":"","title":"ADVISORY GROUP FOR NURSE STAFFING AND PATIENT SAFETY SYNTHESIS","year":2006,"lang":"en","type":"article","venue":"","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Foundation (evidence); Patient safety; Health services; Health care; Health services research","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":[0.05894344,0.001362019,0.001453297,0.004044207,0.002230291,0.004098152,0.003138619,0.006557186,0.1238601],"category_scores_gemma":[0.2065606,0.0008773592,0.002118241,0.004912023,0.0007245367,0.002318744,0.002382151,0.007235767,0.0176856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006739,"about_ca_system_score_gemma":0.05747804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06767666,"about_ca_topic_score_gemma":0.0720898,"domain_scores_codex":[0.9670439,0.01503035,0.003494723,0.001581851,0.0112768,0.001572384],"domain_scores_gemma":[0.6646495,0.09535765,0.0107394,0.006502154,0.2061995,0.01655192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002309023,0.00002110149,0.0004995606,0.00167166,0.00003775348,0.00001743556,0.0001132737,0.00003825023,0.00004397669,0.0007070375,0.9615073,0.03511176],"study_design_scores_gemma":[0.0002510607,0.00008902426,0.005596481,0.008731507,0.0002486482,0.00002696816,0.0005174782,0.0001494848,0.000213965,0.0009068267,0.9832404,0.0000280797],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001762762,0.03613066,0.003646623,0.4939526,0.2408961,0.008255638,0.08328525,0.0004909373,0.1315793],"genre_scores_gemma":[0.05980501,0.07884059,0.03029276,0.2653104,0.1282368,0.0404945,0.05008259,0.001074795,0.3458625],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1238601,"threshold_uncertainty_score":0.4143532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096696463159006,"score_gpt":0.3493359118153909,"score_spread":0.3183689471838008,"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."}}