{"id":"W4234346445","doi":"10.1161/circ.132.suppl_3.18301","title":"Abstract 18301: Intra-operative Left Coronary Doppler Profile Independently Predicts Need for Ecmo or Late Revision After Arterial Switch","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Doppler effect; Doppler echocardiography; Diastole; 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":[0.0006075377,0.0003373088,0.0001696523,0.0003425452,0.0001144117,0.0003670338,0.0002425182,0.0003445799,0.004808011],"category_scores_gemma":[0.0033143,0.0001301373,0.0003214905,0.0002293689,0.0002310929,0.0003785197,0.0002536156,0.0005325523,0.0005441305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433931,"about_ca_system_score_gemma":0.00023883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006533512,"about_ca_topic_score_gemma":0.000825451,"domain_scores_codex":[0.9997656,0.00006085898,0.00002630196,0.00005027275,0.0000476691,0.00004929019],"domain_scores_gemma":[0.9972677,0.0009746355,0.001039473,0.00009962769,0.0001422505,0.0004761987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000975594,0.00001336047,0.9989355,0.00000405202,0.00001296776,0.00003548246,0.00001007869,0.00002652403,0.0001265349,0.00000450372,0.00008322651,0.000650099],"study_design_scores_gemma":[0.00001323661,0.0002434642,0.9980877,0.00001370657,0.00003215691,0.0004353819,0.00009397434,0.0007404226,0.0001862833,0.00002129496,0.0001293917,0.000003068476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995635,0.00003799491,0.00007275363,0.00002615367,0.000006865539,0.000002118355,0.0001533634,0.000002644342,0.0001345455],"genre_scores_gemma":[0.9995634,0.00001954322,0.0000998738,0.000009759666,0.00001101861,0.000004461215,0.0001816931,0.000001705422,0.0001085243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004808011,"threshold_uncertainty_score":0.01608437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031336096394742,"score_gpt":0.3007550888757458,"score_spread":0.2694189924810038,"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."}}