{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009429819,0.0001305067,0.0006179067,0.00006544852,0.0003367246,0.00002668409,0.0001387968,0.00003753524,0.0004159995],"category_scores_gemma":[0.02640817,0.00009365883,0.00005609419,0.0001778016,0.0004021622,0.0001339161,0.001212487,0.0003480018,0.000004273119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993003,"about_ca_system_score_gemma":0.00048444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009080988,"about_ca_topic_score_gemma":0.0001801857,"domain_scores_codex":[0.9983591,0.000187846,0.000473217,0.000402932,0.0003920095,0.0001848258],"domain_scores_gemma":[0.996857,0.00200486,0.0002101403,0.0003397319,0.000270183,0.0003181137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003364803,0.0006698377,0.9903187,0.0001765978,0.0002268663,0.0003959594,0.0006730951,0.000001487711,0.000003316818,0.00007083185,0.0002813613,0.003817198],"study_design_scores_gemma":[0.006003467,0.0030182,0.9811254,0.00001520476,0.0001172297,0.00002356936,0.000635731,0.00002367971,0.000004549577,0.00008043338,0.008847607,0.0001049941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930479,0.0000116811,0.0001140803,0.003979593,0.0001266666,0.002304572,0.0002777358,0.00002843835,0.0001093107],"genre_scores_gemma":[0.9961436,0.00002932845,0.0003701916,0.001974869,0.00003605717,0.0002326726,0.00005161558,0.00001848028,0.001143116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546518,"threshold_uncertainty_score":0.9817928,"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."}}