{"id":"W3203200297","doi":"10.2196/33496","title":"Authors' Response to Peer Reviews 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Medicine; Cohort; Monoclonal antibody; Virology; 2019-20 coronavirus outbreak; Antibody; Internal medicine; Immunology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003162604,0.0002490933,0.001083857,0.0004027079,0.0001544119,0.00006242655,0.0001669206,0.00009038774,0.00003495874],"category_scores_gemma":[0.003395918,0.0001867193,0.0002095494,0.002028418,0.0001727101,0.0001142865,0.00007640399,0.0002303679,0.000002358794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278663,"about_ca_system_score_gemma":0.0007310932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008605099,"about_ca_topic_score_gemma":0.0003842761,"domain_scores_codex":[0.9967319,0.0006623286,0.0004747591,0.0007722561,0.0009645225,0.0003941855],"domain_scores_gemma":[0.997395,0.0004813057,0.0001470737,0.0005975839,0.001140482,0.0002384968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01414132,0.0003636583,0.8142133,0.0000461607,0.0007876024,0.0001387616,0.02053751,6.078265e-7,0.1492982,0.00003611543,0.0001992155,0.0002375205],"study_design_scores_gemma":[0.003251478,0.002916616,0.9200628,0.00004787235,0.0004060086,0.00001374689,0.007072611,0.00004354314,0.03579346,0.00002083972,0.0301467,0.0002243717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902229,0.0004369439,0.003762897,0.002250208,0.00006157743,0.003093251,0.00003292264,0.00003429288,0.0001050353],"genre_scores_gemma":[0.9920135,0.00003507965,0.001232614,0.004865728,0.00006218177,0.0007899482,0.00001131663,0.00003198234,0.0009576214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135048,"threshold_uncertainty_score":0.7614191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0948396134534407,"score_gpt":0.4463454887435699,"score_spread":0.3515058752901292,"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."}}