{"id":"W2911437389","doi":"10.1111/chd.12747","title":"Education as important predictor for successful employment in adults with congenital heart disease worldwide","year":2019,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; Université de Montréal; Montreal Heart Institute; University Health Network","funders":"Research Committee, Aristotle University of Thessaloniki","keywords":"Medicine; Heart disease; Disease; Intensive care medicine; Cardiology; Internal medicine; Pediatrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002005905,0.0007109036,0.0008611741,0.0004536656,0.000211566,0.0001021018,0.0002009595,0.0001061572,0.0007742281],"category_scores_gemma":[0.0003861862,0.0006404006,0.0004230909,0.0005656103,0.0002966981,0.000544778,0.0001633664,0.0003058656,0.0005807788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375659,"about_ca_system_score_gemma":0.003153314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000221948,"about_ca_topic_score_gemma":0.0003335104,"domain_scores_codex":[0.9957181,0.00009044207,0.0009139354,0.00129289,0.0009115192,0.001073084],"domain_scores_gemma":[0.9955281,0.0002371558,0.0001195863,0.001075548,0.000600387,0.002439217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02343495,0.002233591,0.9677422,0.0009984953,0.0002215658,0.0002507478,0.0003239975,0.000001858591,0.0001711118,0.0001275449,0.003314723,0.001179182],"study_design_scores_gemma":[0.00891293,0.001447983,0.9767428,0.0009475625,0.0009701914,0.00005616416,0.00107511,0.0005361062,0.0000945817,0.0006680748,0.007599479,0.0009490335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781228,0.007589843,0.000003978974,0.00351157,0.0007165769,0.007786349,0.001018336,0.0002499545,0.001000583],"genre_scores_gemma":[0.9873966,0.0000292485,0.0001836398,0.003218185,0.000451383,0.002386332,0.000618693,0.0001628648,0.005553072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452202,"threshold_uncertainty_score":0.9996047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009030594361795643,"score_gpt":0.2787248413283132,"score_spread":0.2696942469665175,"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."}}