{"id":"W2048192577","doi":"10.1017/s1047951108002801","title":"The improvement of care for paediatric and congenital cardiac disease across the World: a challenge for the World Society for Pediatric and Congenital Heart Surgery","year":2008,"lang":"en","type":"review","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"American Association for Thoracic Surgery","keywords":"Medicine; Heart disease; Cardiac surgery; Intensive care medicine; Pediatrics; Cardiology","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":[0.006397414,0.0007296122,0.0007511185,0.002069934,0.002777032,0.005400798,0.001001476,0.00309267,0.007013077],"category_scores_gemma":[0.007659899,0.0002620869,0.0006616864,0.002169136,0.002489913,0.006452448,0.004514228,0.01119716,0.001868988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00302782,"about_ca_system_score_gemma":0.0198599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007654051,"about_ca_topic_score_gemma":0.02230486,"domain_scores_codex":[0.9959812,0.001103638,0.0006113774,0.0002815791,0.001436549,0.0005857587],"domain_scores_gemma":[0.9885104,0.002041219,0.0009831556,0.0002611448,0.003072671,0.005131382],"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":[0.0000211699,0.0001262882,0.01430022,0.001555833,0.0000528877,0.0006827273,0.00149779,0.0001590754,0.0004426265,0.01367819,0.5376793,0.429804],"study_design_scores_gemma":[0.00001076011,0.0000962291,0.02133277,0.004134796,0.00004119922,0.002518698,0.004803389,0.0001218534,0.0001197614,0.00735051,0.9594231,0.00004703466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002666583,0.2084869,0.001716573,0.7557953,0.01660572,0.00003672956,0.0001611516,0.0001394584,0.01439159],"genre_scores_gemma":[0.03195357,0.7910729,0.0110058,0.1204725,0.03637604,0.0001288331,0.0006653295,0.0001437385,0.008181386],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007654051,"threshold_uncertainty_score":0.03383315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450533253354478,"score_gpt":0.3376260702009707,"score_spread":0.3031207376674259,"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."}}