{"id":"W4391166965","doi":"10.1186/s13104-024-06695-x","title":"Evaluating in vivo effectiveness of sotrovimab for the treatment of Omicron subvariant BA.2 versus BA.1: a multicentre, retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; St. Paul's Hospital; McMaster University; Providence Health Care; Princess Margaret Cancer Centre; St. Joseph’s Healthcare Hamilton; Kingston Health Sciences Centre; University of British Columbia; McMaster University Medical Centre; Impact","funders":"McMaster University","keywords":"Medicine; Retrospective cohort study; Confidence interval; Propensity score matching; Intensive care unit; Cohort; Internal medicine; Coronavirus disease 2019 (COVID-19); Cohort study; Pediatrics; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007729746,0.0002012044,0.0006262724,0.0005040332,0.0001311939,0.00005310172,0.0002433123,0.00009256256,0.0000229706],"category_scores_gemma":[0.006579822,0.0001287059,0.0002223018,0.0009950289,0.0002935584,0.00007734259,0.000114868,0.0003538906,0.00001105896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136478,"about_ca_system_score_gemma":0.001260511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006429818,"about_ca_topic_score_gemma":0.001513064,"domain_scores_codex":[0.9957521,0.001142854,0.0004200598,0.0006315807,0.001436117,0.0006173132],"domain_scores_gemma":[0.9754726,0.02302322,0.00005412006,0.0006335845,0.0007729417,0.00004350379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02010188,0.002539536,0.76582,0.001147866,0.0006791225,0.00005249149,0.002544576,0.00002493776,0.2017465,0.0002095358,0.00001154166,0.005121938],"study_design_scores_gemma":[0.01577726,0.01472046,0.5565549,0.0005396726,0.0002472604,0.000002636584,0.00235949,0.02497166,0.3843037,0.0001703492,0.0002277109,0.0001248892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882341,0.002399501,0.0002816059,0.00006434033,0.0001896782,0.008540857,0.00004912925,0.00002659137,0.0002141847],"genre_scores_gemma":[0.9978859,0.00005598092,0.0003303416,0.00001168323,0.0001312339,0.001516798,0.000003160025,0.00004179434,0.00002309162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092652,"threshold_uncertainty_score":0.9720005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323643615767983,"score_gpt":0.5212183659489271,"score_spread":0.2888540043721288,"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."}}