{"id":"W4200230090","doi":"10.2196/33499","title":"Peer Review of “Early Experience With Neutralizing Monoclonal Antibody Therapy for COVID-19: Retrospective Cohort Survival Analysis and Descriptive Study”","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"North American Construction Group (Canada)","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Monoclonal antibody; Survival analysis; Cohort; Antibody; Virology; Oncology; Internal medicine; Immunology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01422995,0.0003046331,0.0008714843,0.003243889,0.001799168,0.002485058,0.001397915,0.001544469,0.03188948],"category_scores_gemma":[0.1569322,0.0002675325,0.0008140327,0.002641544,0.001394009,0.001619946,0.001442669,0.001010061,0.01307561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300912,"about_ca_system_score_gemma":0.004367986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770269,"about_ca_topic_score_gemma":0.002304548,"domain_scores_codex":[0.9824249,0.005704359,0.003397903,0.00113401,0.006397837,0.0009408935],"domain_scores_gemma":[0.7986149,0.02869429,0.02052027,0.01061366,0.1350031,0.006553751],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005580316,0.0001192883,0.1138357,0.003893224,0.0002831418,0.002590496,0.001179024,0.0001179876,0.001083114,0.001794481,0.7350612,0.1394843],"study_design_scores_gemma":[0.0001382841,0.0003203329,0.139995,0.00421889,0.0002470961,0.004204554,0.002712279,0.0007749561,0.00217794,0.001427241,0.8436723,0.0001110968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.2925021,0.05268819,0.01764636,0.2540417,0.1486082,0.006856545,0.03136019,0.001585605,0.1947112],"genre_scores_gemma":[0.7677472,0.02634456,0.007804098,0.03137877,0.03819381,0.001966713,0.02014544,0.0009820486,0.1054374],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.98577,"threshold_uncertainty_score":0.1066809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0871045721785663,"score_gpt":0.4364056258108929,"score_spread":0.3493010536323266,"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."}}