{"id":"W2975903074","doi":"10.1016/j.cjca.2019.09.015","title":"The Future of Adult Congenital Heart Disease Research: Precision Health Services Delivery for the Next Decade","year":2019,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Disease; Heart disease; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.03766093,0.004482974,0.009236842,0.008225161,0.005109903,0.01701673,0.006447748,0.03468081,0.01361638],"category_scores_gemma":[0.1323608,0.001845032,0.004626337,0.005193527,0.007511619,0.009609906,0.002944715,0.0323957,0.006408914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503239,"about_ca_system_score_gemma":0.02802311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02189744,"about_ca_topic_score_gemma":0.06084254,"domain_scores_codex":[0.9702505,0.008505248,0.004400177,0.001835986,0.01371292,0.001295313],"domain_scores_gemma":[0.7063026,0.1756167,0.01012885,0.003972565,0.08418683,0.01979249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002897277,0.000008271416,0.00003033446,0.0007336212,0.00004442599,0.00003719067,0.0000202463,0.00001672179,0.0000121943,0.0005202019,0.9933738,0.00517407],"study_design_scores_gemma":[0.0001641331,0.00003786292,0.0004124561,0.004229096,0.0002566454,0.0001660728,0.0002146247,0.0001708178,0.00003892886,0.003468958,0.9907755,0.00006489105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001031838,0.02905509,0.00005828674,0.08021653,0.890129,0.00001018679,0.00005068745,0.00002299325,0.0004468127],"genre_scores_gemma":[0.0002017108,0.01961393,0.0000955908,0.0296512,0.9490482,0.00001453578,0.00002346732,0.00001153462,0.001339886],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03766093,"threshold_uncertainty_score":0.1991724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203605241175699,"score_gpt":0.3372847730485125,"score_spread":0.3052487206367555,"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."}}