{"id":"W4387779676","doi":"10.3389/fped.2023.1264751","title":"Symptomatic presentation influences outcomes in pediatric restrictive cardiomyopathy","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; SickKids Foundation; Hospital for Sick Children; McMaster University; University of Toronto","funders":"Hospital for Sick Children","keywords":"Medicine; Asymptomatic; Transplantation; Heart transplantation; Context (archaeology); Hazard ratio; Cardiomyopathy; Retrospective cohort study; Internal medicine; Cohort; Pediatrics; Heart failure; Intensive care medicine; Cardiology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836608,0.0002321152,0.0007032564,0.002077148,0.00006955384,0.00002515727,0.0001337721,0.0001547074,0.000002140987],"category_scores_gemma":[0.0009327392,0.0002167778,0.0001794458,0.004236165,0.0000589392,0.0002036967,0.0001141355,0.0003128127,0.00004092736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318378,"about_ca_system_score_gemma":0.0001568262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000873009,"about_ca_topic_score_gemma":0.00001371228,"domain_scores_codex":[0.997883,0.0001138985,0.0005466243,0.0004032775,0.0005653093,0.0004878722],"domain_scores_gemma":[0.9991315,0.0002634208,0.0001263486,0.0002878744,0.00008980498,0.0001010643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006120614,0.00006633523,0.9791264,0.0002267578,0.00003091745,0.0003043134,0.001507252,0.0004565127,0.000001929228,0.00001666086,0.01677716,0.001424569],"study_design_scores_gemma":[0.00165706,0.0000901831,0.9937676,0.0000197537,0.0002385309,0.000008299956,0.002573886,0.0005052939,0.000005652828,0.0006629602,0.0002639598,0.0002068386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911746,0.003189722,0.0003466752,0.0003583901,0.002193512,0.0007402633,0.00002101318,0.0001880299,0.00178777],"genre_scores_gemma":[0.9871175,0.009885709,0.001611835,0.00009111041,0.0006113207,0.0001906689,0.00003631328,0.0000317563,0.0004237969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165132,"threshold_uncertainty_score":0.8839942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438019812242902,"score_gpt":0.2824448806802654,"score_spread":0.2680646825578363,"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."}}