{"id":"W4232846302","doi":"10.4161/mabs.1.5.9675","title":"Letter from the Editor","year":2009,"lang":"en","type":"letter","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Golimumab; Tocilizumab; Biosimilar; Psoriatic arthritis; Ustekinumab; Food and drug administration; Abatacept; Tofacitinib; Canakinumab; Secukinumab; Rheumatoid arthritis; Family medicine; Rituximab; Internal medicine; Etanercept; Pharmacology; Adalimumab; Immunology; Antibody; Anakinra","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009552869,0.000240714,0.000343144,0.00004664281,0.0001064861,0.00005040192,0.0003196214,0.0004818102,0.00257831],"category_scores_gemma":[0.00004901241,0.0001281327,0.0002394925,0.00007704415,0.000121555,0.00002151291,0.0000864789,0.002537826,0.002320046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004101139,"about_ca_system_score_gemma":0.00007770263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739857,"about_ca_topic_score_gemma":0.000009653047,"domain_scores_codex":[0.9981784,0.00007187048,0.000200906,0.0003246531,0.0008127068,0.0004115202],"domain_scores_gemma":[0.9989451,0.0003329751,0.00005237589,0.0005238091,0.00007938794,0.00006638161],"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":[0.00005815213,0.00001377531,0.0002563953,0.00003753977,0.00008600026,0.000934721,0.00002927779,2.474722e-8,0.00008338691,0.000005193009,0.9951879,0.003307652],"study_design_scores_gemma":[0.0002408052,0.00008723111,0.004066275,0.0001332353,0.00006761326,0.00002785735,0.000002211681,0.00000477741,0.00006548313,0.0002904052,0.994865,0.0001491209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006330924,0.00104995,0.000004446345,0.9846702,0.002942589,0.0002616101,0.000155151,0.00004194603,0.01024106],"genre_scores_gemma":[0.00004596136,0.00008270733,0.00007923885,0.676556,0.2512292,0.00001130934,0.0008150185,0.00002388956,0.07115668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3081141,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589655063744739,"score_gpt":0.2931476621074551,"score_spread":0.2672511114700077,"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."}}