{"id":"W2031370208","doi":"10.4061/2011/965740","title":"The Registry and Follow-Up of Complex Pediatric Therapies Program of Western Canada: A Mechanism for Service, Audit, and Research after Life-Saving Therapies for Young Children","year":2011,"lang":"en","type":"article","venue":"Cardiology Research and Practice","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; Regina General Hospital; Children's & Women's Health Centre of British Columbia; University of Manitoba; University of British Columbia; Children's Hospital of Winnipeg; Stollery Children's Hospital; Alberta Children's Hospital; University of Saskatchewan; Glenrose Rehabilitation Hospital; University of Calgary; University of Alberta","funders":"Alberta Health","keywords":"Medicine; Audit; Multidisciplinary approach; Intervention (counseling); Extracorporeal membrane oxygenation; Quality of life (healthcare); Mechanism (biology); Health care; Family medicine; Pediatrics; Intensive care medicine; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003118919,0.0001309947,0.0004335457,0.000114015,0.0004678303,0.00002827944,0.0001165544,0.00009539331,0.000002641053],"category_scores_gemma":[0.003164331,0.00009005504,0.00005174694,0.0001996792,0.0007465904,0.0001074268,0.0002394555,0.0003165128,2.48826e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002403844,"about_ca_system_score_gemma":0.0006057062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01622867,"about_ca_topic_score_gemma":0.02786524,"domain_scores_codex":[0.9979509,0.0006109515,0.0002457798,0.0003222858,0.0003634027,0.0005067001],"domain_scores_gemma":[0.9919326,0.005400199,0.00008095567,0.0003151358,0.002089703,0.0001814279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03503683,0.0002464404,0.9112221,0.003052507,0.004452605,0.00006162564,0.0136494,2.153515e-8,0.00136017,0.001711236,0.006191377,0.0230157],"study_design_scores_gemma":[0.003285479,0.003461443,0.965914,0.00006720016,0.0004585001,0.0003182507,0.01682442,0.00001766936,0.00007372785,0.00386926,0.005536389,0.0001737107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642318,0.02972361,0.00001410952,0.003008296,0.00005900135,0.002458832,0.0001459858,0.00001073122,0.000347558],"genre_scores_gemma":[0.9913002,0.006578711,0.0006926199,0.00009406422,0.0002161266,0.0008558453,0.000009227429,0.00002133923,0.0002318439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05469185,"threshold_uncertainty_score":0.9903224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282091108298528,"score_gpt":0.3972019482163163,"score_spread":0.2689928373864635,"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."}}