{"id":"W3136020858","doi":"10.1097/cce.0000000000000369","title":"Detection and Profiling of Human Coronavirus Immunoglobulins in Critically Ill Coronavirus Disease 2019 Patients","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Vector Institute; Western University","funders":"","keywords":"Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Critically ill; Profiling (computer programming); Disease; Medicine; Antibody; Pandemic; Virology; Immunology; Infectious disease (medical specialty); Intensive care medicine; Outbreak; Internal medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00008948791,0.0001373237,0.0002521961,0.0001239407,0.0001596324,0.0000452064,0.00006500338,0.00009671673,0.00002009423],"category_scores_gemma":[0.003390985,0.0001441686,0.00007775703,0.000296809,0.0002944361,0.0002269017,0.00009800006,0.0002862881,0.00002053335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461306,"about_ca_system_score_gemma":0.0003409067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007037707,"about_ca_topic_score_gemma":0.0001701653,"domain_scores_codex":[0.998474,0.0001079638,0.0003821544,0.0003500064,0.0003935465,0.0002923439],"domain_scores_gemma":[0.9970462,0.0002245663,0.00001940624,0.000305201,0.002283208,0.0001214042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007242392,0.002091788,0.4236573,0.001478102,0.00004335826,0.0005382291,0.00178927,0.000001694202,0.5274346,0.01865053,0.00002123094,0.02356964],"study_design_scores_gemma":[0.005197959,0.001542161,0.519527,0.0005823878,0.0003076154,0.000022961,0.009885642,0.0005084162,0.4541002,0.004762419,0.002971154,0.0005920473],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952441,0.002020371,0.0009003939,0.0004489801,0.0001444555,0.0003882796,0.000133993,0.00004118976,0.0006782314],"genre_scores_gemma":[0.9948422,0.00001019181,0.0003898032,0.004455487,0.00006492829,0.0001058085,0.0001024999,0.00002308802,0.000005965233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09586974,"threshold_uncertainty_score":0.5879026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08922979180578867,"score_gpt":0.410490085544396,"score_spread":0.3212602937386074,"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."}}