{"id":"W4220859765","doi":"10.1016/j.ijcchd.2022.100355","title":"The validity of current implantable cardioverter-defibrillator guidelines in a real-world population of adults with congenital heart disease: A single-center experience","year":2022,"lang":"en","type":"article","venue":"International Journal of Cardiology Congenital Heart Disease","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; University of Toronto; University Health Network","funders":"","keywords":"Implantable cardioverter-defibrillator; Medicine; Heart disease; Center (category theory); Cardiology","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":[0.005945639,0.0002443966,0.0005381474,0.001410214,0.0006631125,0.001593198,0.0006775267,0.0007210514,0.0009381008],"category_scores_gemma":[0.02241266,0.0002671054,0.0004041098,0.00121803,0.0008732196,0.001333088,0.001414032,0.0006835766,0.0002215015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049215,"about_ca_system_score_gemma":0.001003181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116311,"about_ca_topic_score_gemma":0.00634234,"domain_scores_codex":[0.9959421,0.001455048,0.0007754905,0.0006296101,0.0009217623,0.0002759336],"domain_scores_gemma":[0.9835082,0.00526681,0.007276885,0.0006350541,0.002401749,0.0009112872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000263,0.00004791675,0.9964707,0.00001564813,0.00001972042,0.000119079,0.001050049,0.00001752345,0.00003427694,0.00001766146,0.0001224189,0.002058639],"study_design_scores_gemma":[0.00001649631,0.0002171577,0.9925828,0.00006147342,0.00003704425,0.001063284,0.004987144,0.0004091907,0.00007680865,0.00003709375,0.0004966526,0.00001487297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991933,0.0002527249,0.00006511355,0.00006127238,0.000006916091,0.00001904932,0.0001114047,0.000001801129,0.0002884808],"genre_scores_gemma":[0.9994243,0.0001557025,0.0001309116,0.0000407695,0.00001048699,0.00001560346,0.0001814737,0.000002126186,0.0000386291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005945639,"threshold_uncertainty_score":0.03144389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440125131896856,"score_gpt":0.3563331545418152,"score_spread":0.3019319032228467,"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."}}