{"id":"W3157971363","doi":"10.1016/j.jtcvs.2021.04.049","title":"2020 in review","year":2021,"lang":"en","type":"review","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Audience measurement; Staffing; Coronavirus disease 2019 (COVID-19); Broad spectrum; Pandemic; Medicine; Nursing; Political science; Pathology; Law","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":[0.0008956331,0.001640912,0.002966326,0.006732778,0.0004404639,0.002522289,0.001132998,0.001577995,0.06035195],"category_scores_gemma":[0.00424499,0.0004702552,0.001091644,0.004585842,0.0005019151,0.001869679,0.001826179,0.001723053,0.01637214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008741811,"about_ca_system_score_gemma":0.00440308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648512,"about_ca_topic_score_gemma":0.004759458,"domain_scores_codex":[0.9994411,0.0001081124,0.000151517,0.00008164787,0.00015179,0.00006584666],"domain_scores_gemma":[0.9988714,0.0004001416,0.000291401,0.00003358033,0.0002935565,0.0001100235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001385866,0.00005777506,0.0001586883,0.1012377,0.0003778086,0.000164479,0.00008253322,0.0001222091,0.0005456033,0.00109603,0.2016545,0.6943642],"study_design_scores_gemma":[0.0001128195,0.00008912983,0.0006157535,0.05149764,0.001196766,0.0007284475,0.00007269828,0.00003187933,0.0001106533,0.000730297,0.9447887,0.00002528637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007854456,0.9926769,0.0001042999,0.0007689697,0.002379624,0.00004383365,0.0002531366,0.0000328735,0.00366192],"genre_scores_gemma":[0.0005134174,0.9923286,0.0002370963,0.001975238,0.001355357,0.00004445503,0.0002495822,0.00000888425,0.003287385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06035195,"threshold_uncertainty_score":0.2018974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010119551836865,"score_gpt":0.3653824419959299,"score_spread":0.3252812464775612,"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."}}