{"id":"W4405893311","doi":"10.1016/j.ijcchd.2024.100563","title":"Toronto ACHD program: A 65 year legacy","year":2024,"lang":"en","type":"article","venue":"International Journal of Cardiology Congenital Heart Disease","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University Health Network","funders":"","keywords":"Legacy system; Computer science; Programming language; Software","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233925,0.0001627898,0.0004460242,0.0001533427,0.00002328552,0.0001146725,0.0002307159,0.00008944384,0.000227488],"category_scores_gemma":[0.0002700182,0.0001377447,0.00111955,0.00007141713,0.0001463879,0.0005004604,0.00009572678,0.0002941208,0.0001378786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003069425,"about_ca_system_score_gemma":0.000444373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007401191,"about_ca_topic_score_gemma":0.000002226641,"domain_scores_codex":[0.9983166,0.0001032319,0.0004372991,0.0002271612,0.0007021826,0.0002135688],"domain_scores_gemma":[0.9985957,0.00008257999,0.00005237694,0.0002518236,0.0006546697,0.0003628876],"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":[0.01121692,0.0009761095,0.1248988,0.0006415606,0.04229595,0.2125991,0.001088841,0.000269139,0.002992054,0.008936808,0.1256536,0.4684312],"study_design_scores_gemma":[0.003607566,0.0009093977,0.09182022,0.0008969352,0.002374232,0.03566404,0.0003365741,0.0002185903,0.000161465,0.001512549,0.8620998,0.0003986594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034647,0.1425547,0.00158145,0.006532087,0.01572268,0.0009124054,0.0001242339,0.0002907402,0.02881712],"genre_scores_gemma":[0.9937741,0.0003639463,0.0008183435,0.0002984194,0.004080178,0.00002303621,0.00002561965,0.00003347387,0.0005829165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364462,"threshold_uncertainty_score":0.5617068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519433892679702,"score_gpt":0.3374181291871882,"score_spread":0.3222237902603912,"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."}}