{"id":"W2332835718","doi":"10.1097/pcc.0b013e3181f53250","title":"Evaluation of a new pediatric continuous oximetry catheter","year":2010,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Interquartile range; Catheter; Confidence interval; Observational study; Central venous catheter; Pediatric intensive care unit; Population; Prospective cohort study; Blood sampling; Sample size determination; Emergency medicine; Surgery; Pediatrics; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008221445,0.0002379155,0.0003772809,0.0003501682,0.00004019577,0.00001402979,0.0002188421,0.000182713,0.0005223459],"category_scores_gemma":[0.004345677,0.0002147328,0.00009042554,0.0006508444,0.00008706824,0.0001296071,0.00004488323,0.000510847,0.00004727119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009291906,"about_ca_system_score_gemma":0.0001178799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009293026,"about_ca_topic_score_gemma":0.00001763486,"domain_scores_codex":[0.9975141,0.00005604161,0.0004773852,0.0002680277,0.001292499,0.0003919232],"domain_scores_gemma":[0.997826,0.000577117,0.00004135845,0.0003624706,0.0008507372,0.0003423273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004050323,0.0002737069,0.7483193,0.0036601,0.0001021234,0.00009065559,0.007446601,0.000302645,0.113013,0.001152679,0.01402193,0.1115767],"study_design_scores_gemma":[0.05872653,0.01197626,0.5231346,0.0006348221,0.07077756,0.0007355096,0.02564059,0.01291661,0.220256,0.05266812,0.008868357,0.01366507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749317,0.01159366,0.003440812,0.0001416786,0.004740061,0.0003311874,0.00001392556,0.0002257594,0.00458125],"genre_scores_gemma":[0.9882758,0.00008291918,0.0009701361,0.00001843597,0.01055683,0.00002184266,0.00001030641,0.00005316724,0.00001060764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251848,"threshold_uncertainty_score":0.8756551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352956302297595,"score_gpt":0.3063517677910124,"score_spread":0.2828222047680364,"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."}}