{"id":"W2146518596","doi":"10.1007/s00246-006-1447-4","title":"Nomenclature and Databases — The Past, the Present, and the Future","year":2007,"lang":"en","type":"review","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Nomenclature; Cardiac surgery; Heart disease; Database; Working group; Cardiothoracic surgery; Pediatrics; Surgery; Internal medicine; Taxonomy (biology); Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007785842,0.0003888991,0.001636013,0.00009559972,0.0003625919,0.00002163506,0.0001970493,0.0002089027,0.00001232462],"category_scores_gemma":[0.0001405813,0.0001347243,0.0004606234,0.0003652436,0.0008340704,0.00002276441,0.0006377702,0.0009430849,0.00001479662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002459983,"about_ca_system_score_gemma":0.0001487237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967115,"about_ca_topic_score_gemma":0.00001270856,"domain_scores_codex":[0.998111,0.0004976295,0.0003630234,0.0004401629,0.0002162213,0.0003719807],"domain_scores_gemma":[0.9961381,0.002766315,0.0001284934,0.0007938758,0.00006949402,0.0001037515],"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":[0.0001024692,0.000009258105,0.002979001,0.004537936,0.001112861,0.0001272535,0.0001505493,2.052107e-8,2.991847e-9,0.0003129147,0.09002925,0.9006385],"study_design_scores_gemma":[0.0005022755,0.00002923099,0.003057418,0.00007404511,0.01063619,0.001563737,0.0001613205,6.12403e-7,9.624909e-10,0.00004216599,0.9837987,0.0001342699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008897094,0.9920518,0.000005251547,0.003135973,0.000667209,0.001888082,0.0002246477,0.00002779588,0.00191024],"genre_scores_gemma":[0.0001153442,0.972362,0.00001007512,0.0002931207,0.02641654,0.0002126983,0.00006436447,0.00003043871,0.0004954205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9005042,"threshold_uncertainty_score":0.5493895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160890843650259,"score_gpt":0.3478147878229773,"score_spread":0.3062058793864747,"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."}}