{"id":"W1969001387","doi":"10.1097/nna.0b013e318221c260","title":"The Impact of Hospital Nursing Characteristics on 30-Day Mortality","year":2011,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing education and management","field":"Nursing","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Nursing; Medicine; Emergency medicine; Psychology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001952393,0.0002648035,0.0002821529,0.0006611021,0.000333079,0.0007410506,0.0004824782,0.0003324455,0.001524397],"category_scores_gemma":[0.01118728,0.0001396307,0.0006718788,0.0005773055,0.0003900331,0.0003388172,0.0006170339,0.0006386081,0.0001368211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009302199,"about_ca_system_score_gemma":0.0008973133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973146,"about_ca_topic_score_gemma":0.02655516,"domain_scores_codex":[0.9982917,0.0006534733,0.0001259535,0.0002141736,0.0003874671,0.0003273381],"domain_scores_gemma":[0.9877314,0.004501379,0.004243531,0.0004864717,0.0008583534,0.002178929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005029915,0.000007953982,0.9990579,0.000003552576,0.0000724748,0.00001395886,0.00001292684,0.00006535617,0.00002390177,0.000007469111,0.00002783235,0.0006562133],"study_design_scores_gemma":[0.000001302856,0.0000342504,0.9996439,0.000003659639,0.00002048966,0.00002943634,0.00002811408,0.0001848422,0.00001485853,0.00001184856,0.00002563094,0.000001570051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988764,0.0003609044,0.0001267463,0.0001054918,0.000006264124,0.000005113399,0.0002286832,0.000004164541,0.000286124],"genre_scores_gemma":[0.9997274,0.00004206046,0.00004173449,0.00000950468,0.000004821471,0.00000181161,0.0001332332,0.000001243578,0.00003824695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973146,"threshold_uncertainty_score":0.03923321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138354715977808,"score_gpt":0.3789604855246874,"score_spread":0.3175769383649093,"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."}}