{"id":"W4394718980","doi":"10.1016/j.healun.2024.02.850","title":"Cutting to the Bone: Impact of Redo Sternotomy on Outcome of Adult Heart Transplant","year":2024,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Outcome (game theory); Medicine; Heart transplantation; Bone marrow transplant; Heart transplants; Surgery; Transplantation; Bone marrow transplantation; Economics","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":[0.001527775,0.0003054377,0.0004658689,0.0004647193,0.0005055522,0.001789363,0.000835485,0.0009965511,0.004191067],"category_scores_gemma":[0.008452035,0.0001623104,0.001215249,0.0006119889,0.0006600161,0.001266592,0.0009219355,0.002238342,0.0003098835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008407552,"about_ca_system_score_gemma":0.001108991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501609,"about_ca_topic_score_gemma":0.004984582,"domain_scores_codex":[0.9986539,0.0003756284,0.0001447376,0.0001608307,0.0002678223,0.0003969801],"domain_scores_gemma":[0.9951167,0.001524869,0.001914226,0.0002071617,0.0002753055,0.0009617551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002274486,0.0007166588,0.950685,0.0001762058,0.0005707548,0.0002850963,0.0002092878,0.0004042174,0.0003055674,0.0006339005,0.001096016,0.04264278],"study_design_scores_gemma":[0.00008925793,0.001245548,0.9925957,0.0002242549,0.0004910564,0.0008017108,0.00147592,0.0007219885,0.0001810257,0.001190584,0.0009531939,0.0000297078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862424,0.00690242,0.0002365119,0.002287554,0.0002139149,0.00001766017,0.0002803264,0.00000552488,0.003813753],"genre_scores_gemma":[0.9973601,0.00145807,0.0001230409,0.0002903165,0.0002280053,0.000006357365,0.0002669043,0.0000061986,0.000260964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004191067,"threshold_uncertainty_score":0.0140205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223599343505026,"score_gpt":0.3732621828608726,"score_spread":0.3509022485103701,"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."}}