{"id":"W4224252101","doi":"10.1136/bmjopen-2021-057400","title":"Prescription of cardiovascular medication in children with congenital heart defects across six European Regions from 2000 to 2014: data from the EUROlinkCAT population-based cohort study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"European Commission","keywords":"Medicine; Medical prescription; Pediatrics; Cohort; Cohort study; Epidemiology; Population; Heart disease; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529762,0.0003782109,0.0006278621,0.001718344,0.0003494474,0.0009248044,0.0007130332,0.0005991329,0.001088611],"category_scores_gemma":[0.003059901,0.0004104127,0.0009466354,0.002727935,0.0002773699,0.0005858085,0.00104958,0.0006002111,0.0003109008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000936054,"about_ca_system_score_gemma":0.0006698246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04377866,"about_ca_topic_score_gemma":0.04153072,"domain_scores_codex":[0.9985843,0.0002753065,0.0002755134,0.0004084308,0.00030219,0.0001542756],"domain_scores_gemma":[0.9973592,0.000328473,0.001380143,0.0002797141,0.0004109642,0.0002414015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000853398,0.00001872735,0.9983766,0.00002532876,0.0001398883,0.00006218048,0.00007332055,0.00006312169,0.00006216198,0.00002310549,0.0005086141,0.0005615375],"study_design_scores_gemma":[0.0000153673,0.00002629171,0.998946,0.00001997623,0.00004949009,0.0001835612,0.000144696,0.0001037735,0.0000292047,0.000007463091,0.0004700348,0.000004216824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787628,0.0005772071,0.0001708338,0.00006442315,0.00001511092,0.00003781525,0.01986487,0.00001238934,0.0004945681],"genre_scores_gemma":[0.9785719,0.0006324273,0.0003541363,0.00009938312,0.00001798272,0.00009495919,0.01982031,0.00001195668,0.0003969235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04377866,"threshold_uncertainty_score":0.0870477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516040303759835,"score_gpt":0.3508826898345414,"score_spread":0.2957222867969431,"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."}}