{"id":"W2040244694","doi":"10.1161/circulationaha.113.005817","title":"Specialized Adult Congenital Heart Disease Care","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Stollery Children's Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart disease; Cardiology; Intensive care medicine; Internal medicine","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":[0.00003514614,0.0001077393,0.0001745812,0.00006156732,0.0001049497,0.00001625483,0.00002330234,0.00003431598,0.0001591222],"category_scores_gemma":[0.0002980843,0.0001064985,0.0001117797,0.0001065325,0.00005536425,0.00007141758,0.00002129456,0.00005694394,0.0003070858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007650026,"about_ca_system_score_gemma":0.00005958202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001414866,"about_ca_topic_score_gemma":0.00002111077,"domain_scores_codex":[0.9992033,0.00003504927,0.000152842,0.0002140249,0.0002367934,0.0001579701],"domain_scores_gemma":[0.9991876,0.00003251894,0.00002027212,0.0002421962,0.0002909998,0.0002264158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003168074,0.00007007445,0.982013,0.0001871155,0.00004775292,0.00001878795,0.0007043899,0.000004247153,0.001266658,0.001583976,0.0009254089,0.01286172],"study_design_scores_gemma":[0.001257745,0.00002374107,0.9913654,0.00003531106,0.0001819281,0.000007371663,0.0002161541,0.001319257,0.00004934024,0.0003759723,0.005046052,0.0001216693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988102,0.0004686547,0.0001574796,0.000558996,0.0002339076,0.0004260151,0.00001595869,0.0001246787,0.009912357],"genre_scores_gemma":[0.9983988,0.00000257616,0.00007971506,0.0006814668,0.0005998609,0.00002704576,0.00009684579,0.00001933267,0.00009440121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274005,"threshold_uncertainty_score":0.4342884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524822700876517,"score_gpt":0.2756975979613142,"score_spread":0.260449370952549,"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."}}