{"id":"W2341086538","doi":"10.14288/1.0105107","title":"Characteristics of the registered nurse workforce : associations with mortality rates in general and hospital-based populations","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Nursing; Medicine; Mortality rate; Registered nurse; Economic growth; Economics","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":[0.001438452,0.0001153811,0.0002096435,0.0007945104,0.0002711815,0.0004674499,0.0004838779,0.00038458,0.001166578],"category_scores_gemma":[0.006882507,0.0001757466,0.0003812824,0.0009488171,0.0002500053,0.000501256,0.0006441038,0.0005540847,0.0001669631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638484,"about_ca_system_score_gemma":0.0005734491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046062,"about_ca_topic_score_gemma":0.0387127,"domain_scores_codex":[0.99924,0.0002663191,0.00009857748,0.0001369973,0.0001540197,0.0001040301],"domain_scores_gemma":[0.9963703,0.0008236085,0.001815054,0.0001885272,0.0003858265,0.0004168013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002312014,0.00001373632,0.9990164,0.000006376169,0.00001756341,0.00001148593,0.00008745292,0.00003332031,0.00003603136,0.00001007608,0.00005413354,0.0006902652],"study_design_scores_gemma":[0.00000100893,0.00001883551,0.9995019,0.000004440618,0.000003806275,0.00002151973,0.0002986871,0.00008201942,0.000009374539,0.000008455671,0.00004876993,0.000001213967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992757,0.0001830216,0.00003745165,0.00006489809,0.000003688228,0.000003548423,0.0001611646,0.000001863849,0.0002685737],"genre_scores_gemma":[0.9995387,0.0001253695,0.00003428725,0.00001568559,0.000005112171,0.000006160289,0.0001724612,0.00000102126,0.0001012456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046062,"threshold_uncertainty_score":0.04068303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205921528079525,"score_gpt":0.3056730801530419,"score_spread":0.2536138648722466,"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."}}