{"id":"W3164128351","doi":"10.1007/s00246-021-02637-7","title":"Echocardiographic Screening for Postoperative Pericardial Effusion in Children","year":2021,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Stollery Children's Hospital; University of Saskatchewan; University of Calgary; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Cardiac surgery; Pericardial effusion; Vascular surgery; Cardiothoracic surgery; Cardiology; Effusion; Internal medicine; Radiology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004841914,0.0005579407,0.0005400332,0.001507861,0.0004597722,0.0005119579,0.0003811647,0.0007445052,0.00180869],"category_scores_gemma":[0.004954185,0.0003042679,0.0004448795,0.0006650178,0.0006499741,0.0008706581,0.0004450031,0.001002442,0.0001911482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406747,"about_ca_system_score_gemma":0.0009015829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638788,"about_ca_topic_score_gemma":0.004154085,"domain_scores_codex":[0.9995363,0.00008855382,0.00007020753,0.00003940984,0.0001007963,0.000164801],"domain_scores_gemma":[0.9987493,0.0004526475,0.0003476992,0.00003419202,0.0001284087,0.0002877441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008897826,0.0000687216,0.9822265,0.0000432085,0.00001736529,0.01337046,0.0001243771,0.0001047337,0.0005215075,0.00006540311,0.0004018114,0.002966999],"study_design_scores_gemma":[0.00001968264,0.0002739248,0.9381909,0.000134828,0.00005831595,0.05847988,0.001085942,0.0003727298,0.0007249112,0.000077656,0.0005695499,0.00001171431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928972,0.002121455,0.0003239578,0.0004906252,0.00005481096,0.00002715941,0.0002618306,0.00001966404,0.003803349],"genre_scores_gemma":[0.9981294,0.001033483,0.0003171141,0.00009302904,0.00005643632,0.00001450616,0.0001461466,0.000005068014,0.0002049216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003638788,"threshold_uncertainty_score":0.007235169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108676157487106,"score_gpt":0.2656172792459742,"score_spread":0.2547496634972636,"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."}}