{"id":"W3019494555","doi":"10.1016/j.cjca.2020.04.029","title":"A Focus on COVID-19: Fast and Accurate Information to Guide Management for Pandemic-Related Issues in Cardiac Patients","year":2020,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; University of British Columbia; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Extracorporeal membrane oxygenation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Pneumonia; Medical emergency; Surgery; Pathology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01632928,0.003768425,0.004977032,0.004517135,0.004042813,0.01190706,0.005512991,0.02682034,0.02010092],"category_scores_gemma":[0.07152546,0.001654413,0.004026463,0.001836743,0.003414216,0.00883047,0.00207493,0.04377051,0.01839883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00555108,"about_ca_system_score_gemma":0.00847962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004831537,"about_ca_topic_score_gemma":0.01258316,"domain_scores_codex":[0.9890333,0.002557196,0.001877074,0.0008184779,0.005072835,0.000640986],"domain_scores_gemma":[0.9100145,0.0395332,0.002902188,0.001546903,0.0337853,0.01221798],"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":[0.00002131252,0.000008968205,0.00002085566,0.0002359537,0.00001461937,0.00006000198,0.00001687528,0.00001234857,0.00002101014,0.0002063978,0.995587,0.003794592],"study_design_scores_gemma":[0.0001091067,0.00004646381,0.0003244747,0.001570807,0.0001002181,0.0002763405,0.0001051824,0.0001500236,0.00007421392,0.001096111,0.9961038,0.00004325076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001939952,0.0038724,0.000108792,0.05011384,0.9443872,0.00003612888,0.00005164283,0.00006350287,0.001347059],"genre_scores_gemma":[0.000172173,0.004580175,0.00009744006,0.0272944,0.964054,0.0000241164,0.0000356155,0.00003155798,0.003710474],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02682034,"threshold_uncertainty_score":0.08635849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871683889209774,"score_gpt":0.3929693856781797,"score_spread":0.364252546786082,"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."}}