{"id":"W4389098378","doi":"10.1017/s1047951123003852","title":"Outcomes after initial heart failure consultation in Fontan patients","year":2023,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Heart failure; Heart transplantation; Referral; Inotrope; Transplantation; Intensive care medicine; Internal medicine; Emergency medicine; Cardiology; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005224026,0.00009469424,0.0003143692,0.0001600682,0.00002711385,0.000006257937,0.00005938991,0.0001086387,0.00001011414],"category_scores_gemma":[0.0002463765,0.00006264231,0.00008232953,0.0002772225,0.00006255357,0.00004531927,0.00001090128,0.0002028112,0.00005140044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003177192,"about_ca_system_score_gemma":0.00002469964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004677842,"about_ca_topic_score_gemma":0.0002263474,"domain_scores_codex":[0.9989745,0.0003239282,0.0002251901,0.00015301,0.0001223584,0.0002010292],"domain_scores_gemma":[0.9992756,0.0004897102,0.00002364854,0.000151803,0.00003574703,0.00002346157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000123844,0.0000100327,0.9963215,0.00001749512,0.00002255354,0.0006487251,0.002218116,0.00001493749,0.0000451134,0.00008966168,0.0003299243,0.0001580875],"study_design_scores_gemma":[0.002196747,0.00004880241,0.9960527,0.00002351829,0.00003656254,0.0001712408,0.0008377192,0.000008731084,0.00002042863,0.0002984612,0.0002404742,0.00006458136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958456,0.00003411754,0.0000752646,0.002619481,0.0004133715,0.0003592829,0.00002177703,0.00003482985,0.0005963378],"genre_scores_gemma":[0.9979967,0.0000191743,0.0005104624,0.001135316,0.00007639504,0.0001054071,0.0001029129,0.000009137017,0.00004449623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002151161,"threshold_uncertainty_score":0.2554479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170080882381006,"score_gpt":0.3395870395338509,"score_spread":0.3178862307100409,"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."}}