{"id":"W2363782193","doi":"","title":"Implementing three-level visit system in critical patients' management","year":2012,"lang":"en","type":"article","venue":"Chinese Nursing Management","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Quality management; Intensive care unit; Critical care nursing; Quarter (Canadian coin); Medical emergency; Emergency medicine; Family medicine; Management system; Health care; Operations management; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003663472,0.0003154339,0.0003914212,0.0005759192,0.001265887,0.00003543201,0.0003838079,0.0001365008,0.0002733702],"category_scores_gemma":[0.0001227003,0.0002711608,0.00008348535,0.0007317922,0.00006913404,0.0003076485,0.0004884988,0.0006689965,0.0009743611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402434,"about_ca_system_score_gemma":0.00003681616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514475,"about_ca_topic_score_gemma":0.00006847947,"domain_scores_codex":[0.994271,0.0004633395,0.001026818,0.0004860323,0.0008199579,0.002932882],"domain_scores_gemma":[0.9982539,0.0003629369,0.0001369603,0.000610153,0.000112332,0.0005237483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008856125,0.0006338002,0.8181644,0.006082978,0.00004378317,0.00002879338,0.002393193,0.0000058475,0.000001377189,0.07795162,0.005311186,0.08929443],"study_design_scores_gemma":[0.002025344,0.00004534331,0.9731854,0.00308899,0.00004316545,7.899476e-7,0.004599105,0.0007423123,9.394574e-7,0.001316262,0.01464708,0.0003052263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.50168,0.0004257836,0.01376448,0.002506167,0.004737079,0.004818126,0.00002977117,0.0003971025,0.4716415],"genre_scores_gemma":[0.9941408,0.00002222816,0.003021999,0.0005124708,0.000563386,0.0004514215,0.00005201187,0.00006232491,0.001173341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924609,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600148102118229,"score_gpt":0.4850230009769914,"score_spread":0.4090215199558092,"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."}}