{"id":"W4404815635","doi":"10.1016/j.chest.2024.11.017","title":"The Minnesota Critical Care Working Group 2","year":2024,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centracare","funders":"National Institute on Aging","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Medicine; Virology; Outbreak; Internal medicine","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":[0.0008369068,0.00008461965,0.00008329691,0.00005663454,0.001463014,0.000201243,0.0002129335,0.0000580646,0.0003095377],"category_scores_gemma":[0.0001982804,0.00004976567,0.00007709349,0.0001206993,0.00005768657,0.0001134549,0.0001257142,0.0008246783,0.0006549261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205795,"about_ca_system_score_gemma":0.0001178261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003131885,"about_ca_topic_score_gemma":0.00002762017,"domain_scores_codex":[0.9987034,0.0002884096,0.0002696451,0.0001197668,0.0002036944,0.0004151363],"domain_scores_gemma":[0.9988009,0.0008269892,0.000029706,0.0001617767,0.00005088176,0.0001297987],"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":[0.000187215,0.00005084495,0.002839606,0.001654935,0.0001424834,0.001184381,0.06524166,0.000001544178,0.000218516,0.2810896,0.3182909,0.3290983],"study_design_scores_gemma":[0.0001125435,0.0000279772,0.001307445,0.0005363466,0.00003082067,0.00002532215,0.0359384,0.00002725087,0.000002266313,0.002224665,0.9597061,0.00006091285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1209782,0.07657257,0.01413076,0.0909198,0.03488705,0.00100333,0.000009319504,0.0004590873,0.6610399],"genre_scores_gemma":[0.986452,0.0005058807,0.0002855484,0.0009968505,0.002301617,0.00003651335,0.00000162672,0.00002650771,0.009393457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8654738,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001555857838467,"score_gpt":0.4554443829936526,"score_spread":0.3552887972098058,"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."}}