{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002922888,0.0003758492,0.0002787619,0.0009680479,0.008269412,0.003661913,0.001152665,0.001590107,0.01386915],"category_scores_gemma":[0.00398006,0.0003121741,0.0002722696,0.001183638,0.00417452,0.001411713,0.007023682,0.00444365,0.001727624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03385337,"about_ca_system_score_gemma":0.08060382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5264554,"about_ca_topic_score_gemma":0.7356973,"domain_scores_codex":[0.9976422,0.0002421111,0.00007681879,0.0002186273,0.00100081,0.0008194398],"domain_scores_gemma":[0.9875718,0.0003418154,0.0002195374,0.0002070338,0.001410616,0.01024914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001098172,0.0002346333,0.01558835,0.0003708024,0.0000232635,0.001883693,0.01150073,0.0002324039,0.0006569694,0.06996021,0.6426508,0.2567883],"study_design_scores_gemma":[0.00001249786,0.00007489425,0.01829216,0.00037267,0.000008970282,0.0004385509,0.002900261,0.00006632922,0.0001197413,0.001289805,0.9763936,0.00003044805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08152179,0.04875531,0.003295881,0.6470209,0.02362538,0.0002905265,0.002451369,0.0004179915,0.1926208],"genre_scores_gemma":[0.4850895,0.07268662,0.005486194,0.1010726,0.009755384,0.0003072375,0.002670337,0.0004469443,0.3224853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4735446,"threshold_uncertainty_score":0.9526668,"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."}}