{"id":"W2123920661","doi":"10.1177/1089253213519291","title":"Efficacy of Evolving Early-Extubation Strategy on Early Postoperative Functional Recovery in Pediatric Open-Heart Surgery","year":2014,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Inotrope; Anesthesia; Cardiac surgery; Hemodynamics; Retrospective cohort study; Heart rate; Heart failure; Surgery; Internal medicine; Blood pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007222845,0.0001459381,0.0001921381,0.0002549192,0.0001163277,0.0002259741,0.0001423995,0.0001887188,0.0004327263],"category_scores_gemma":[0.002793862,0.00004695516,0.0001897067,0.000140459,0.0001327114,0.0003248382,0.000202999,0.0001871323,0.0000404354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440515,"about_ca_system_score_gemma":0.0001819949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002974031,"about_ca_topic_score_gemma":0.000522236,"domain_scores_codex":[0.9997123,0.0001365582,0.00003349188,0.00002686058,0.0000419904,0.00004882636],"domain_scores_gemma":[0.9990156,0.0004238565,0.0002596978,0.0000381062,0.00006494316,0.0001978069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01234603,0.0030336,0.8919938,0.0001296692,0.0001238708,0.0005342306,0.0001990775,0.0003766154,0.002327371,0.00006556163,0.0001273156,0.08874281],"study_design_scores_gemma":[0.0002226499,0.02335373,0.9735411,0.00004307703,0.0001073392,0.000573913,0.0002885051,0.0005370621,0.001032871,0.00003443531,0.0002563701,0.000008860704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995559,0.0003277927,0.00002039956,0.000009070389,0.000002617152,0.000004335619,0.000004864989,5.154913e-7,0.00007449825],"genre_scores_gemma":[0.9997136,0.0001651114,0.00006368481,0.000009076761,0.00000793576,0.000003886674,0.00001822118,2.497287e-7,0.00001827169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007222845,"threshold_uncertainty_score":0.003819883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031527023270032,"score_gpt":0.2813228964734574,"score_spread":0.2610076262407571,"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."}}