{"id":"W4404382996","doi":"10.1161/circ.150.suppl_1.4145614","title":"Abstract 4145614: Neuroimaging findings in adults with congenital heart disease: associations with demographic-clinical factors and neurocognition","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Neurocognitive; Neuroimaging; Heart disease; Disease; Psychiatry; Pediatrics; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005502244,0.0003116736,0.0002580849,0.00057707,0.0004935389,0.000506037,0.0003327026,0.0005341494,0.008840784],"category_scores_gemma":[0.002051015,0.0001270942,0.0002689363,0.0006391092,0.0003085533,0.0003567485,0.0004591352,0.0005814473,0.0007193212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278779,"about_ca_system_score_gemma":0.0005100549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117126,"about_ca_topic_score_gemma":0.01398672,"domain_scores_codex":[0.9996895,0.0000523712,0.00004262051,0.0000743144,0.00009308554,0.00004815633],"domain_scores_gemma":[0.9988715,0.0001969418,0.0004858947,0.00005463892,0.0002153422,0.0001756978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006915005,0.00002854718,0.9986539,0.00001395669,0.00001784041,0.00004200527,0.00002347996,0.000007855147,0.0001144666,0.000006249286,0.0002977241,0.0007248978],"study_design_scores_gemma":[0.000005424988,0.00004999295,0.9994116,0.000008783785,0.00001303537,0.0002432678,0.0000507762,0.00003765559,0.00003318401,0.000008105487,0.0001372476,0.000001073414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958885,0.0003149399,0.00009269863,0.0002082919,0.00001802568,0.00002481261,0.002414899,0.000007116189,0.001030663],"genre_scores_gemma":[0.9971016,0.0001358297,0.000212706,0.00006985089,0.0000463636,0.00004029138,0.001773293,0.00000295152,0.0006170865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117126,"threshold_uncertainty_score":0.02957535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650279038422227,"score_gpt":0.3021241497207604,"score_spread":0.2756213593365381,"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."}}