{"id":"W4210842563","doi":"10.1093/ehjci/jeab289.281","title":"Classic pattern dyssynchrony predicting outcome in patients with Fontan circulation","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Ventricle; Internal medicine; Cardiology; Transplantation; Fontan procedure; Heart transplantation; 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":[0.0003865663,0.0002132915,0.0002566259,0.0003193412,0.0001508314,0.0004045771,0.0001521258,0.0002601931,0.001640781],"category_scores_gemma":[0.00193308,0.0001090321,0.0001752753,0.0002880737,0.000182741,0.0002540626,0.0002700936,0.0003776242,0.0001494437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009094442,"about_ca_system_score_gemma":0.0001561508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004181181,"about_ca_topic_score_gemma":0.0004525906,"domain_scores_codex":[0.9998639,0.00003847267,0.00002017011,0.00003515171,0.00001896719,0.00002338883],"domain_scores_gemma":[0.9988505,0.0003225466,0.0004117129,0.00004913431,0.00007016659,0.0002959738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102515,0.00001098344,0.9981869,0.000007577169,0.00001613256,0.0001381945,0.00001625295,0.00003867329,0.0001195072,0.00001467401,0.00007161324,0.001276898],"study_design_scores_gemma":[0.00001415844,0.0001298836,0.9985455,0.00001263758,0.00002125995,0.0007592444,0.00006592816,0.0002842695,0.00004611864,0.00004653331,0.00007213024,0.00000226725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990922,0.0004322945,0.00005463354,0.00005449746,0.0000108453,0.000002621527,0.00009072042,0.000001735366,0.0002605297],"genre_scores_gemma":[0.999731,0.00007580814,0.00002668588,0.000007123862,0.00002011438,0.000001783935,0.00009646756,5.493323e-7,0.00004057021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001640781,"threshold_uncertainty_score":0.005488932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900327671378965,"score_gpt":0.2503673099418126,"score_spread":0.231364033228023,"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."}}