{"id":"W2130518874","doi":"10.1016/j.hrthm.2008.05.026","title":"EP challenges in adult congenital heart disease","year":2008,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Heart disease; Disease; Intensive care medicine; Population; Cardiac electrophysiology; Pediatrics; Psychological intervention; Cardiology; Internal medicine; Psychiatry; Electrophysiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007210287,0.000570301,0.002503749,0.0002668514,0.00006893649,0.00001411041,0.00003800361,0.0003002079,0.00009584686],"category_scores_gemma":[0.0001029183,0.0004564016,0.001145242,0.0002200545,0.00008896196,0.00006469469,0.00007103595,0.0004868754,0.001134062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382794,"about_ca_system_score_gemma":0.0005671294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005374,"about_ca_topic_score_gemma":0.00002854013,"domain_scores_codex":[0.9976569,0.0001411742,0.0005923447,0.0006966207,0.0003945128,0.0005184233],"domain_scores_gemma":[0.998428,0.000128676,0.00009266328,0.0007432467,0.00008522622,0.0005221869],"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":[0.0001089034,0.0005277693,0.0003256571,0.01385199,0.0005436354,0.0176242,0.0001636306,1.752642e-7,1.578752e-8,0.0002888954,0.01442455,0.9521406],"study_design_scores_gemma":[0.0008843298,0.00009906573,0.001257487,0.008431347,0.0005915589,0.02024905,0.00001441241,0.00000137759,1.015736e-7,0.00001110627,0.9681205,0.0003396412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002688307,0.9949264,1.839599e-7,0.0008485443,0.0004507303,0.001463622,0.0001481533,0.0000871168,0.001806407],"genre_scores_gemma":[0.0004110886,0.9964256,0.00008793097,0.0002848751,0.0009977804,0.0004182854,0.0002941435,0.0001124761,0.0009677965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.953696,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06479827384889296,"score_gpt":0.3379955766353124,"score_spread":0.2731973027864195,"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."}}