{"id":"W3087424823","doi":"10.1161/atvbaha.120.314515","title":"COVID-19 and Respiratory System Disorders","year":2020,"lang":"en","type":"review","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Respiratory system; Coronavirus; Medicine; Respiratory disease; Intensive care medicine; Disease; Respiratory failure; Coronavirus disease 2019 (COVID-19); Respiratory distress; Diffuse alveolar damage; Immunology; Lung; Acute respiratory distress; Pathology; Infectious disease (medical specialty); Internal medicine; Anesthesia","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":[0.0005495743,0.0006042387,0.0009533872,0.002130489,0.0003109655,0.001178273,0.0005458291,0.001077094,0.005298999],"category_scores_gemma":[0.001215888,0.0001744177,0.0004229671,0.002088043,0.0004069046,0.001162362,0.0007101173,0.001618412,0.002187508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005712533,"about_ca_system_score_gemma":0.001483597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141364,"about_ca_topic_score_gemma":0.001615211,"domain_scores_codex":[0.9997796,0.00004542708,0.00003968066,0.00003703105,0.00007611871,0.00002204256],"domain_scores_gemma":[0.9995635,0.0002176945,0.0000661261,0.00001121864,0.00009520869,0.00004625794],"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":[0.00006779584,0.00004750086,0.0003092219,0.01787007,0.00009555677,0.0002256827,0.00007632487,0.0001611091,0.0005521522,0.004134219,0.0435033,0.9329571],"study_design_scores_gemma":[0.00001148012,0.0000561455,0.0009434453,0.008382754,0.0001176469,0.001783515,0.00007759075,0.00004042821,0.0001531601,0.00191857,0.9865006,0.00001478394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004612665,0.998698,0.00003611315,0.0003186967,0.0002009908,0.000001938909,0.00001142733,0.000004811066,0.000681988],"genre_scores_gemma":[0.0004951284,0.9986003,0.00006501257,0.0002089345,0.0002594048,0.000003019776,0.00002297937,8.886909e-7,0.0003443722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005298999,"threshold_uncertainty_score":0.0177269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1676094152671946,"score_gpt":0.4568359123458645,"score_spread":0.2892264970786699,"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."}}