{"id":"W3128403996","doi":"10.1097/md.0000000000024507","title":"Nursing resources and patient outcomes in intensive care units","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Grading (engineering); Cochrane Library; Intensive care unit; Nursing; Meta-analysis; Intensive care; Scale (ratio); Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01474164,0.000806248,0.003987715,0.003849467,0.000389238,0.001826962,0.00115254,0.001081037,0.00178452],"category_scores_gemma":[0.05133104,0.0003437885,0.005785527,0.004826319,0.000607143,0.001151307,0.001019648,0.001167195,0.000103495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761901,"about_ca_system_score_gemma":0.004115121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00356234,"about_ca_topic_score_gemma":0.004852094,"domain_scores_codex":[0.9808318,0.01171178,0.003425553,0.001073313,0.002633677,0.0003238861],"domain_scores_gemma":[0.9625018,0.0255434,0.009040163,0.0005669601,0.001952893,0.0003948933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00302761,0.000369795,0.06609641,0.6430513,0.1360326,0.0001411269,0.0005188464,0.0008845462,0.0002182588,0.001291062,0.003327642,0.1450409],"study_design_scores_gemma":[0.002876276,0.003616475,0.1902665,0.3904699,0.3852514,0.0006369687,0.0008656085,0.00202264,0.0009976251,0.005009234,0.01779322,0.0001942511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0156082,0.9812986,0.0004960036,0.0008794302,0.0002824319,0.0002750078,0.0005091866,0.00000751551,0.0006437074],"genre_scores_gemma":[0.4190276,0.5713569,0.003730704,0.001593345,0.000850904,0.002221737,0.0009156838,0.00001275764,0.0002904064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01474164,"threshold_uncertainty_score":0.07796222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07904145347053451,"score_gpt":0.3536705085828842,"score_spread":0.2746290551123497,"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."}}