{"id":"W4361228839","doi":"10.1053/j.semtcvs.2023.03.004","title":"Commentary: How Soon is Now?","year":2023,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Fast track; Intensive care unit; Context (archaeology); Emergency medicine; Track (disk drive); Intensive care medicine; Medical emergency; Surgery; Operating system","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":[0.007332191,0.001821721,0.003440303,0.001489677,0.01103737,0.00921276,0.004605234,0.177787,0.01942395],"category_scores_gemma":[0.06073018,0.001933197,0.00261905,0.001613083,0.005656659,0.006829729,0.004104647,0.1083569,0.01507807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065093,"about_ca_system_score_gemma":0.01560357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536982,"about_ca_topic_score_gemma":0.02297133,"domain_scores_codex":[0.9928109,0.001753293,0.0009525444,0.001056595,0.001756765,0.001669814],"domain_scores_gemma":[0.9747766,0.01230281,0.001971941,0.0006423087,0.004141452,0.006164838],"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":[0.00002864246,0.00001243686,0.0002160089,0.00004316842,0.00001408219,0.00112442,0.0001440959,0.00002774235,0.00004624296,0.0009057564,0.9959556,0.001481889],"study_design_scores_gemma":[0.0002520871,0.00006918182,0.001348229,0.001165365,0.0001412421,0.002581274,0.001209262,0.0005604099,0.0001975383,0.009515461,0.9828194,0.0001406892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001373389,0.0005964762,0.00003217697,0.9591551,0.03849057,0.00001216309,0.00003959198,0.00001349859,0.001523057],"genre_scores_gemma":[0.001348531,0.0004412594,0.00006104571,0.9382995,0.05626769,0.0000329114,0.00002247966,0.00001984413,0.003506791],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.177787,"threshold_uncertainty_score":0.07727832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413865231498076,"score_gpt":0.2697574525078049,"score_spread":0.2456188001928242,"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."}}