{"id":"W4283214742","doi":"10.1161/circimaging.122.014415","title":"Society for Cardiovascular Magnetic Resonance/European Society of Cardiovascular Imaging/American Society of Echocardiography/Society for Pediatric Radiology/North American Society for Cardiovascular Imaging Guidelines for the Use of Cardiac Magnetic Resonance in Pediatric Congenital and Acquired Heart Disease: Endorsed by The American Heart Association","year":2022,"lang":"en","type":"review","venue":"Circulation Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Magnetic resonance imaging; Expansive; Canadian Cardiovascular Society; Cardiac magnetic resonance imaging; Disease; Heart disease; Intensive care medicine; Radiology; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.01117119,0.00194079,0.01035912,0.0003527056,0.001506014,0.0002066392,0.0009000254,0.0002082168,0.000002615522],"category_scores_gemma":[0.001540733,0.001735649,0.1310449,0.004361369,0.002733064,0.0004452463,0.000642119,0.0008706838,5.713297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279314,"about_ca_system_score_gemma":0.001370343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011621,"about_ca_topic_score_gemma":0.000004977639,"domain_scores_codex":[0.9864713,0.001718034,0.003405479,0.003163081,0.00318008,0.002062026],"domain_scores_gemma":[0.9860515,0.004793629,0.001643332,0.003929527,0.003141404,0.0004406216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001985637,0.000177996,0.1187366,0.01426272,0.05857088,0.000003680967,0.0007929404,0.00210243,0.00001049117,0.00000181608,0.0483669,0.756775],"study_design_scores_gemma":[0.004083386,0.0001839836,0.05045028,0.0003772163,0.1137038,0.00004873664,0.001668063,0.01412281,0.000001755703,0.000008438476,0.8139457,0.001405785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003366179,0.9581385,0.01427663,0.000451548,0.0005305572,0.01620356,0.006846726,0.0001838777,0.000002489476],"genre_scores_gemma":[0.008503874,0.9619526,0.01766085,0.0007564868,0.002186584,0.006958436,0.001286885,0.0006673422,0.00002691975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7655789,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04414114171761197,"score_gpt":0.2919563485358617,"score_spread":0.2478152068182497,"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."}}