{"id":"W4394724595","doi":"10.1016/j.healun.2024.02.964","title":"Heart Transplantation for Malignant Arrhythmia: Indications and Outcomes","year":2024,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart transplantation; Cardiology; Transplantation; Internal medicine; Cardiac arrhythmia; Intensive care medicine; Atrial fibrillation","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":[0.0041111,0.0004306497,0.0006076188,0.002791593,0.0005313448,0.002155687,0.0006526032,0.0009713729,0.00216845],"category_scores_gemma":[0.008480688,0.0001994473,0.00129628,0.00310307,0.000540199,0.002024073,0.001016213,0.001218467,0.0004601151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311353,"about_ca_system_score_gemma":0.0008697374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551061,"about_ca_topic_score_gemma":0.002291099,"domain_scores_codex":[0.9976387,0.000715208,0.0004819568,0.00024247,0.0005515794,0.0003700524],"domain_scores_gemma":[0.9947559,0.00121635,0.002120888,0.0002275019,0.0008641956,0.0008152344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005932387,0.0001378962,0.9754842,0.0001245624,0.0002009376,0.000113265,0.0001254607,0.0001779361,0.0001577365,0.0005582324,0.0007718064,0.02155474],"study_design_scores_gemma":[0.00003416529,0.0003094958,0.9948877,0.000202757,0.0001416436,0.0009017663,0.0006303514,0.0005246802,0.000103235,0.0009874827,0.001252631,0.00002413007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483922,0.03449439,0.001563172,0.002322408,0.0002330492,0.00007654741,0.003423118,0.00002698963,0.009468339],"genre_scores_gemma":[0.9923877,0.003533076,0.0004646073,0.000221221,0.0002326226,0.00003197891,0.002715742,0.00001324361,0.0004000195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0041111,"threshold_uncertainty_score":0.02174181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912482138343314,"score_gpt":0.3385997370662503,"score_spread":0.3194749156828172,"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."}}