{"id":"W4285811141","doi":"10.9778/cmajo.20210151","title":"Clinical characteristics, multiorgan dysfunction and outcomes of patients with COVID-19: a prospective case series","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Horizon Therapeutics; Vertex Pharmaceuticals; AstraZeneca","keywords":"Medicine; Extracorporeal membrane oxygenation; Nasal cannula; Mechanical ventilation; Intensive care unit; Prospective cohort study; Emergency medicine; Intensive care; Intensive care medicine; Cannula; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005497922,0.0006736677,0.00065236,0.001576672,0.001497577,0.001055807,0.0006594952,0.001067767,0.001039789],"category_scores_gemma":[0.002357125,0.0005899663,0.0004605018,0.001527545,0.0009898451,0.00101827,0.0009912201,0.0008423637,0.0002476611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236288,"about_ca_system_score_gemma":0.001373159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007655008,"about_ca_topic_score_gemma":0.010158,"domain_scores_codex":[0.999241,0.00009774981,0.0001343201,0.0001797577,0.000133912,0.0002132647],"domain_scores_gemma":[0.9981688,0.0003730681,0.0006779634,0.0001412414,0.000165663,0.0004731752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003810315,0.00006598407,0.9837151,0.0000141875,0.00001476163,0.01495641,0.0002448533,0.00002841408,0.0002001182,0.0000201736,0.00009224752,0.0006096662],"study_design_scores_gemma":[0.00002322061,0.000442253,0.8788324,0.00004332706,0.00003149025,0.1165721,0.003039738,0.0002887213,0.0001873303,0.00005671819,0.0004543637,0.00002836814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991941,0.000213531,0.00008106951,0.00004029335,0.000005984886,0.00003625286,0.0001068498,0.000002605381,0.0003192856],"genre_scores_gemma":[0.9993875,0.0001898418,0.0001235264,0.00004175381,0.00002588499,0.00001911056,0.0001710718,0.00000155011,0.00003982778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007655008,"threshold_uncertainty_score":0.01522088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205926482945429,"score_gpt":0.4456143764203467,"score_spread":0.3835551115908925,"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."}}