{"id":"W3186832153","doi":"10.2196/29638","title":"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":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Proportional hazards model; Internal medicine; Cohort; Survival analysis; Emergency medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373831,0.0002925545,0.0003983788,0.001150832,0.0004501491,0.0006547715,0.0004369748,0.000360001,0.001156808],"category_scores_gemma":[0.00266209,0.000338291,0.0006150705,0.00126243,0.0003435233,0.000690972,0.0006258284,0.0005164586,0.000236518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005359859,"about_ca_system_score_gemma":0.0006351083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926936,"about_ca_topic_score_gemma":0.003451189,"domain_scores_codex":[0.9991474,0.0001894369,0.0001248345,0.0002219969,0.0001329855,0.0001832725],"domain_scores_gemma":[0.9968479,0.0006037518,0.001430233,0.0003343921,0.0003307309,0.0004529437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007110778,0.0000210077,0.9993057,0.000002861785,0.00001837213,0.00005343666,0.000034977,0.00001663043,0.00004299997,0.0000080864,0.00003738964,0.0003873926],"study_design_scores_gemma":[0.00001103481,0.0002831934,0.9980628,0.000006437425,0.00004062936,0.0006163272,0.0003154683,0.0003256643,0.00007561527,0.00002048554,0.0002351495,0.000007262303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999297,0.0001171313,0.0001368798,0.0000144583,0.000002631554,0.00001252113,0.000270576,0.000002131125,0.0001466773],"genre_scores_gemma":[0.9991696,0.00009560463,0.00009408437,0.00002093293,0.000008293882,0.00001426254,0.0005307483,0.000002596291,0.00006380113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926936,"threshold_uncertainty_score":0.007808149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06544237186260837,"score_gpt":0.4091175225610946,"score_spread":0.3436751506984862,"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."}}