{"id":"W4207066013","doi":"10.1002/ctm2.648","title":"COVID‐19 bimodal clinical and pathological phenotypes","year":2022,"lang":"en","type":"letter","venue":"Clinical and Translational Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Phenotype; Pathological; Medicine; Virology; Pathology; Biology; Genetics; Outbreak; Disease; Infectious disease (medical specialty)","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006004594,0.0005857036,0.00257754,0.0002505778,0.0004166478,0.00002070701,0.0002891875,0.001436452,0.006002639],"category_scores_gemma":[0.08306709,0.0003937198,0.0005503409,0.0003147762,0.007818194,0.00005889839,0.0003517376,0.007711795,0.0000323258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325746,"about_ca_system_score_gemma":0.00127552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006151896,"about_ca_topic_score_gemma":0.000006848986,"domain_scores_codex":[0.9918218,0.001289781,0.002774206,0.00175058,0.001711612,0.0006520469],"domain_scores_gemma":[0.9386823,0.05849963,0.0003495812,0.0005877175,0.0002412209,0.001639603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002387187,0.0004908475,0.3252453,0.001744959,0.0007523192,0.003732658,0.000133864,0.000002225422,0.000001421066,0.0008856688,0.6208785,0.0437451],"study_design_scores_gemma":[0.007072507,0.003530697,0.1782854,0.0001712907,0.0007167516,0.00006392999,0.00001905666,0.0001689847,3.52445e-8,0.01355074,0.7961048,0.0003157851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003499971,0.004395505,0.000503137,0.9880674,0.0009728341,0.001041261,0.0002463723,0.0001388821,0.001134574],"genre_scores_gemma":[0.03667274,0.01486478,0.000721542,0.9292381,0.01490368,0.0001119943,0.0009898636,0.00006796404,0.002429344],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1752264,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224275093143757,"score_gpt":0.5065171687782769,"score_spread":0.2840896594639012,"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."}}