{"id":"W2334652692","doi":"10.1097/pcc.0b013e3182211d66","title":"Monitoring in pediatric cardiac critical care: A worldwide perspective","year":2011,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Gold standard (test); Hypoxia (environmental); Internal medicine; Oxygen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000486254,0.000510735,0.001049727,0.0008583065,0.0001611057,0.0000197733,0.0002560903,0.0003301672,0.0002550369],"category_scores_gemma":[0.004607916,0.0004469064,0.0002571229,0.001373189,0.000367858,0.0001473621,0.00009701638,0.001209966,0.00008036407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832684,"about_ca_system_score_gemma":0.0003715024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199727,"about_ca_topic_score_gemma":0.0000132135,"domain_scores_codex":[0.9958989,0.0002114051,0.0007839477,0.0009522316,0.001046651,0.001106835],"domain_scores_gemma":[0.9960114,0.001199081,0.00005356908,0.0006749867,0.001159436,0.0009014776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002925872,0.0002649813,0.9630883,0.001564636,0.00002218496,0.0009997815,0.02502778,4.55284e-7,0.00005281851,0.003647702,0.0001734783,0.004865283],"study_design_scores_gemma":[0.005970943,0.003380721,0.8639257,0.0005060853,0.003019278,0.0001371876,0.1179064,0.00003706746,0.0005246538,0.002504023,0.0007464533,0.001341473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8416824,0.1059541,0.0004051399,0.003566753,0.007552763,0.0008901371,0.00003192828,0.0004633924,0.03945335],"genre_scores_gemma":[0.9811226,0.002249857,0.001657649,0.0001315435,0.01452317,0.0001194117,0.00001236738,0.00009615326,0.00008723322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394402,"threshold_uncertainty_score":0.9997983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533538636967228,"score_gpt":0.3525753257895126,"score_spread":0.3172399394198403,"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."}}