{"id":"W4417179654","doi":"10.1186/s40635-025-00834-9","title":"Veno-arterial CO2 content gradient and veno-arterial CO2 to arterial-venous O2 content ratio for outcome prediction after pediatric cardiac surgery: a prospective study","year":2025,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Université de Genève","keywords":"Prospective cohort study; Outcome (game theory); Cardiac surgery; Clinical trial; MEDLINE; Cardiac output","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":[0.0003707314,0.000586975,0.001675755,0.0004407227,0.0002355022,0.00006473435,0.0001154385,0.0001718967,0.00004298766],"category_scores_gemma":[0.0006272736,0.000488014,0.0002928613,0.0002527827,0.0002163123,0.0001034609,0.0001012588,0.0002551342,0.000008822284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009533428,"about_ca_system_score_gemma":0.0002069433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004760363,"about_ca_topic_score_gemma":0.00001650516,"domain_scores_codex":[0.9966499,0.0001741544,0.001050758,0.0009613588,0.0005600404,0.0006037782],"domain_scores_gemma":[0.9966767,0.0002315264,0.0001864301,0.0005018334,0.001993692,0.0004097817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04006954,0.002261141,0.574496,0.000481496,0.001981079,0.0004881481,0.09625319,0.000002016311,0.2689327,0.00009499423,0.01292801,0.002011684],"study_design_scores_gemma":[0.03427793,0.03269603,0.5290996,0.001239111,0.002212647,0.000122853,0.3590874,0.00007607345,0.03466577,0.00002467407,0.005337524,0.001160347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682294,0.002120235,0.0002925086,0.001171851,0.02080601,0.006817975,0.0003554139,0.000149272,0.00005736408],"genre_scores_gemma":[0.9902164,0.00004238191,0.0000456751,0.001424605,0.004797336,0.002888758,0.0002349794,0.0000734298,0.000276478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2628343,"threshold_uncertainty_score":0.9997572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665879412798888,"score_gpt":0.3197293642457015,"score_spread":0.2830705701177126,"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."}}