{"id":"W4293428516","doi":"10.1016/j.jacadv.2022.100061","title":"6 Billion People Have No Access to Safe, Timely, and Affordable Cardiac Surgical Care","year":2022,"lang":"en","type":"editorial","venue":"JACC Advances","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical emergency; Business","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003956664,0.0005521994,0.002324223,0.0002685621,0.0002668779,0.0001607138,0.0003189596,0.0005128636,0.001061437],"category_scores_gemma":[0.0007761166,0.0004374593,0.0007436184,0.0003821769,0.00007477913,0.0003079907,0.0004422253,0.0008766074,0.0001052077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807965,"about_ca_system_score_gemma":0.0003352595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002604735,"about_ca_topic_score_gemma":0.00009009634,"domain_scores_codex":[0.9962867,0.0001843992,0.0004944053,0.0009408161,0.001500148,0.0005934954],"domain_scores_gemma":[0.995946,0.00247134,0.0001708844,0.0005864987,0.0003538076,0.0004714185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00137029,0.00006613295,0.01456268,0.0008923323,0.0001933119,0.0006502991,0.0004813631,0.00003261301,0.000003454725,0.00008242429,0.9676914,0.01397375],"study_design_scores_gemma":[0.001193233,0.0004349409,0.001182075,0.0001382742,0.0003412343,0.00002955037,0.0008082558,0.000002166829,0.00001944431,0.00001007048,0.9953049,0.0005358802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003141462,0.03712337,0.000007471336,0.001087499,0.7823782,0.002076459,0.0007356682,0.0002309424,0.173219],"genre_scores_gemma":[0.001345087,0.02361866,0.0005869189,0.0003146461,0.8955642,0.0006665802,0.003041271,0.000226892,0.07463575],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.113186,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007251869797475092,"score_gpt":0.3064457637510742,"score_spread":0.2991938939535991,"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."}}