{"id":"W4389785826","doi":"10.1016/j.jcin.2023.11.001","title":"PICS/AEPC/APPCS/CSANZ/SCAI/SOLACI: Expert Consensus Statement on Cardiac Catheterization for Pediatric Patients and Adults With Congenital Heart Disease","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cardiac catheterization; Medicine; Statement (logic); Heart disease; Cardiology; Pediatrics; Internal medicine; Intensive care medicine; Political 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000302666,0.0003322826,0.0006327519,0.0003337823,0.0003010229,0.00005779121,0.0000647649,0.00006372905,0.00002520523],"category_scores_gemma":[0.0002737582,0.0002939804,0.001730785,0.0004061115,0.0001119389,0.00008984245,0.0001244641,0.0001220474,0.00007657619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324387,"about_ca_system_score_gemma":0.00009683458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003794039,"about_ca_topic_score_gemma":0.0000126791,"domain_scores_codex":[0.9976448,0.0001418097,0.0005012742,0.0006560946,0.0006111633,0.000444854],"domain_scores_gemma":[0.998319,0.0001208095,0.0000712285,0.0005898221,0.0004970773,0.0004020643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0131722,0.005929749,0.7367091,0.01080908,0.03510832,0.0005965367,0.005985874,0.0003156893,0.0001652288,0.0002314176,0.115372,0.07560478],"study_design_scores_gemma":[0.01272646,0.002936586,0.9546407,0.0007690639,0.007126639,0.00001071292,0.001693348,0.0005810234,0.0001067339,0.00006500413,0.01846268,0.0008810484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891276,0.004652295,0.0003107885,0.0004994344,0.0005448656,0.003238478,0.001263577,0.0002355135,0.0001274786],"genre_scores_gemma":[0.996312,0.0003242221,0.0002145051,0.0001231244,0.0002889293,0.001356469,0.0008112069,0.0000786829,0.0004908603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179316,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745017172460882,"score_gpt":0.2928179662094204,"score_spread":0.2653677944848116,"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."}}