{"id":"W4283738998","doi":"10.1038/d41586-022-01735-7","title":"COVID antibody drugs have saved lives — so why aren’t they more popular?","year":2022,"lang":"en","type":"article","venue":"Nature","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Antibody; Virology; Traction (geology); Medicine; Business; Infectious disease (medical specialty); Immunology; Biology; Outbreak; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00655064,0.0005232291,0.0008281004,0.001089478,0.001976755,0.005840874,0.0009981646,0.008031626,0.03601062],"category_scores_gemma":[0.01446065,0.0002965092,0.0009598177,0.001325951,0.003732962,0.006483725,0.001323246,0.009482385,0.009524519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468086,"about_ca_system_score_gemma":0.003568267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279824,"about_ca_topic_score_gemma":0.008298483,"domain_scores_codex":[0.9958559,0.00105748,0.0002115263,0.000450975,0.00166024,0.0007639056],"domain_scores_gemma":[0.9854194,0.004270939,0.001724302,0.0005308086,0.004862853,0.003191692],"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":[0.0003707726,0.0001116393,0.001967905,0.0005670459,0.0001026849,0.0001460412,0.0002025387,0.0000475154,0.001677485,0.01622775,0.7974458,0.1811328],"study_design_scores_gemma":[0.00009839505,0.0001487907,0.002330245,0.0004979958,0.00006080982,0.0001671,0.0004524774,0.0000364882,0.0005904823,0.00462545,0.9909664,0.0000253333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003373072,0.04691457,0.0003898827,0.8936829,0.02605464,0.00001761838,0.0004972621,0.0001387149,0.02893134],"genre_scores_gemma":[0.04452994,0.06257795,0.001520662,0.8211896,0.02879018,0.00006167529,0.0006029645,0.0001627752,0.0405642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03601062,"threshold_uncertainty_score":0.1204675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099643584357275,"score_gpt":0.3646864420733284,"score_spread":0.3436900062297557,"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."}}