{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008426157,0.0000846531,0.00008327157,0.00005668066,0.001462881,0.0002007016,0.0002130809,0.00005806419,0.0003169408],"category_scores_gemma":[0.0002012951,0.00004978589,0.00007711203,0.0001208161,0.00005768756,0.0001133584,0.0001257361,0.0008249141,0.0006637098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205366,"about_ca_system_score_gemma":0.000118481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003093097,"about_ca_topic_score_gemma":0.00002741834,"domain_scores_codex":[0.998703,0.0002885308,0.0002694947,0.0001198783,0.0002037576,0.000415326],"domain_scores_gemma":[0.9987856,0.0008417309,0.00002965414,0.0001621622,0.00005102228,0.0001298211],"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":[0.0001903931,0.00005137922,0.002985442,0.00165301,0.0001439205,0.001156867,0.06583166,0.000001550504,0.0002306044,0.2780639,0.3279816,0.3217098],"study_design_scores_gemma":[0.0001114955,0.00002794693,0.001332894,0.0005442071,0.00003093291,0.00002523045,0.03635367,0.00002745497,0.000002281961,0.002200981,0.9592819,0.00006101879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.124039,0.07635721,0.01476107,0.09304183,0.03522042,0.001022492,0.000009745518,0.0004669607,0.6550812],"genre_scores_gemma":[0.9866075,0.0004872795,0.0002920469,0.0009917094,0.002248506,0.00003721222,0.000001609944,0.00002641871,0.009307716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8625684,"threshold_uncertainty_score":0.9998371,"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."}}