{"id":"W4403683784","doi":"10.1016/j.jacc.2024.08.063","title":"Cardiac MRI Predictors of Arrhythmic Sudden Cardiac Events in Patients With Fontan Circulation","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Sudden cardiac death","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":[0.0002062787,0.000256591,0.0002631271,0.0006133532,0.0003028818,0.0006699833,0.0002052203,0.0005429747,0.002189152],"category_scores_gemma":[0.002608254,0.0001682509,0.0002154572,0.0003953348,0.0002559993,0.0005296024,0.0003101882,0.0006514253,0.0001862199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530151,"about_ca_system_score_gemma":0.0002229665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008755249,"about_ca_topic_score_gemma":0.001459389,"domain_scores_codex":[0.9998782,0.00002854924,0.00001552445,0.00001795283,0.00002302258,0.00003681272],"domain_scores_gemma":[0.9989236,0.0003064037,0.000372555,0.00003758874,0.00006629308,0.0002934798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002015576,0.00005275263,0.9972073,0.00000667924,0.00002434573,0.0009888628,0.00004092795,0.00004032948,0.0003080291,0.0000388982,0.0001022551,0.000988153],"study_design_scores_gemma":[0.00001217818,0.0001157831,0.9972118,0.00000935834,0.00002769658,0.001965932,0.0002146077,0.0001934691,0.0000636324,0.0000648583,0.0001167119,0.000004052867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998582,0.0002218358,0.00002501621,0.00009831621,0.00001269438,0.000002418785,0.00005023445,0.000001825037,0.001005657],"genre_scores_gemma":[0.9995752,0.00012739,0.0000252877,0.00002894042,0.00004982335,0.000001984783,0.00009177174,0.000001102615,0.00009853025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189152,"threshold_uncertainty_score":0.007323444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005511166760942367,"score_gpt":0.2395588558878695,"score_spread":0.2340476891269271,"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."}}