{"id":"W3176487952","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4453","title":"This Is What COVID-19 Survival Looks Like: 129Xe MRI, Oscillometry and Pulmonary Function Measurements","year":2021,"lang":"en","type":"article","venue":"","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pulmonary function testing; Cardiology; Internal medicine; Intensive care medicine; Pathology; Disease","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":[0.00125661,0.000446609,0.0005879466,0.000604635,0.0005466062,0.001413349,0.0004060486,0.001463049,0.00207433],"category_scores_gemma":[0.001966766,0.0001490413,0.0003368059,0.0003941841,0.0008349204,0.00149704,0.0005005532,0.00112669,0.000689955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165451,"about_ca_system_score_gemma":0.0002137669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319194,"about_ca_topic_score_gemma":0.001594178,"domain_scores_codex":[0.9995934,0.000113114,0.00004204098,0.00007677461,0.00009177123,0.00008292105],"domain_scores_gemma":[0.9991407,0.0001869312,0.0002699525,0.00006797269,0.000175676,0.000158795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001375226,0.0003706928,0.8319059,0.0004801758,0.0001815255,0.008784544,0.001880893,0.0003181084,0.0223983,0.001300736,0.01830762,0.1126963],"study_design_scores_gemma":[0.00004568323,0.002614777,0.8632023,0.001406,0.000239211,0.05807504,0.009587939,0.001460632,0.008038083,0.007717347,0.04742931,0.0001836097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251717,0.02281918,0.00858133,0.02774959,0.001215094,0.0002058607,0.0014415,0.0002862086,0.01252949],"genre_scores_gemma":[0.9683878,0.008288218,0.008461164,0.00730174,0.001804727,0.000097686,0.0007485492,0.00008496881,0.004825253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00207433,"threshold_uncertainty_score":0.006939352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859646041457466,"score_gpt":0.3140110517960495,"score_spread":0.2554145913814748,"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."}}