{"id":"W4404885150","doi":"10.1016/j.chest.2024.10.057","title":"The Minnesota Critical Care Working Group 1","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centracare","funders":"National Institute on Aging; Minnesota Department of Health","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Surge Capacity; Surge; Medicine; Virology; Geography; Meteorology; Outbreak","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":[0.002538148,0.0006422802,0.0002145096,0.002030658,0.002969789,0.00232313,0.0008579162,0.001073621,0.05004049],"category_scores_gemma":[0.007612102,0.0004952871,0.0002689596,0.000795915,0.0005099968,0.0008750319,0.002228278,0.00118457,0.009640803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016761,"about_ca_system_score_gemma":0.02017397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0753893,"about_ca_topic_score_gemma":0.2558767,"domain_scores_codex":[0.9981159,0.0004112901,0.0001335328,0.0002288072,0.0005869117,0.0005236053],"domain_scores_gemma":[0.985791,0.00114077,0.001025214,0.0004159902,0.00451765,0.00710938],"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":[0.00009909926,0.0001750325,0.1046012,0.0001583769,0.00001701256,0.0001891288,0.00158215,0.0000945535,0.001076304,0.001665495,0.7577502,0.1325914],"study_design_scores_gemma":[0.00002858003,0.0001143734,0.2303331,0.0004928948,0.00001645018,0.000182782,0.003480798,0.0001968944,0.0002405151,0.0005368943,0.7643514,0.00002514889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.200442,0.01069752,0.005642187,0.2408428,0.03856125,0.002155005,0.009998413,0.0006202122,0.4910405],"genre_scores_gemma":[0.2404164,0.009577096,0.00551096,0.02637029,0.005568099,0.001419962,0.007440978,0.0002478543,0.7034484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0753893,"threshold_uncertainty_score":0.1674021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047059397994045,"score_gpt":0.4564560027694513,"score_spread":0.3517500629700467,"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."}}