{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01211379,0.005750149,0.006387821,0.004153752,0.004374793,0.01353317,0.005002868,0.022129,0.01862443],"category_scores_gemma":[0.04307075,0.002145646,0.004026104,0.002251958,0.003597947,0.006005235,0.002202715,0.0397329,0.01590606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003858203,"about_ca_system_score_gemma":0.005443669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013819,"about_ca_topic_score_gemma":0.009158529,"domain_scores_codex":[0.9913895,0.001350758,0.001041048,0.0007475692,0.004868895,0.0006022787],"domain_scores_gemma":[0.9572334,0.02265723,0.002400948,0.0009248728,0.01158427,0.005199337],"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":[0.0000320104,0.00002073659,0.00002715024,0.0002512524,0.00003163436,0.00005425165,0.00001103454,0.0000242519,0.00002558444,0.0003496374,0.9938321,0.005340399],"study_design_scores_gemma":[0.0001529379,0.00005608635,0.0004619333,0.001047751,0.0001867995,0.0001533271,0.00007559403,0.0002319951,0.00009327604,0.001899531,0.9955981,0.00004275065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001936409,0.003277102,0.00007016417,0.02478535,0.9705862,0.00001496957,0.00005335544,0.00004211089,0.001151343],"genre_scores_gemma":[0.0001577573,0.003170973,0.00005689008,0.01245995,0.9808012,0.00001464421,0.0000270452,0.0000181284,0.003293345],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.022129,"threshold_uncertainty_score":0.06406462,"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."}}