{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006325584,0.000225264,0.0003606249,0.000774892,0.0007477447,0.0009841805,0.0003259236,0.0005582641,0.002469374],"category_scores_gemma":[0.005971623,0.0001710754,0.0004789592,0.0008553622,0.0003277099,0.0005230321,0.001003913,0.001470689,0.0002711228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008358398,"about_ca_system_score_gemma":0.000715501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00904019,"about_ca_topic_score_gemma":0.009972815,"domain_scores_codex":[0.9991372,0.0002136882,0.00007349777,0.0001305466,0.0001406879,0.0003044394],"domain_scores_gemma":[0.993024,0.001010533,0.003441775,0.00007969869,0.0004156484,0.002028343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007639759,0.00004528294,0.9979466,0.00001022619,0.00001437374,0.0002957692,0.0001830538,0.00004889688,0.00003989816,0.00001310257,0.00028995,0.001036569],"study_design_scores_gemma":[0.00001107293,0.0001387284,0.9980587,0.00002128344,0.00001332918,0.0007131704,0.0006890536,0.0001747284,0.00003058105,0.00003563044,0.0001055032,0.00000817611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989114,0.0001509891,0.00002076016,0.0001658637,0.000008114444,0.000005924403,0.0002359524,0.000003970752,0.0004970685],"genre_scores_gemma":[0.9995279,0.00006017243,0.0000186732,0.0000483128,0.00001368736,0.000006270147,0.0002652136,0.000001578911,0.00005809424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00904019,"threshold_uncertainty_score":0.01797509,"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."}}