{"id":"W2954232991","doi":"10.1177/2047487319860296","title":"Genetic counselling and testing in congenital heart defects and hereditary thoracic aortic disease: Complex but essential","year":2019,"lang":"en","type":"letter","venue":"European Journal of Preventive Cardiology","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; Genetic testing; Genetic counseling; Heart disease; Cardiology; Disease; Internal medicine; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.000672799,0.0003968767,0.001289308,0.0003240444,0.00007918606,0.00003207822,0.0001156687,0.0001123181,0.00002006116],"category_scores_gemma":[0.0003648319,0.0003620914,0.0003067688,0.000123173,0.0004463882,0.00007842603,0.0001211506,0.001412556,0.00002142489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005040631,"about_ca_system_score_gemma":0.000173091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002798961,"about_ca_topic_score_gemma":9.587596e-7,"domain_scores_codex":[0.9962199,0.001752694,0.0007873596,0.000465582,0.000325296,0.0004491112],"domain_scores_gemma":[0.9981379,0.0007005348,0.0003162753,0.0002383755,0.0004011135,0.0002058107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001745229,0.0001202264,0.5662504,0.004179678,0.003684611,0.2017185,0.0005844246,0.00004714636,0.004175257,7.463468e-7,0.2014319,0.01606189],"study_design_scores_gemma":[0.001942426,0.0009485832,0.9608753,0.001393955,0.002428994,0.009776531,0.0001048903,0.0001323107,0.000007272508,0.00009715069,0.02182407,0.0004684739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558852,0.03599331,0.0001849292,0.006153103,0.0006545343,0.0005739145,0.00009059574,0.00001650267,0.000447852],"genre_scores_gemma":[0.9792424,0.001112673,0.0004405932,0.01386552,0.004950264,0.000003984655,0.00003283053,0.0001022387,0.000249531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.394625,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113093231158505,"score_gpt":0.2859443372550698,"score_spread":0.2548134049434848,"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."}}