{"id":"W4386212943","doi":"10.1200/op.23.00224","title":"Changing Tides? Anticancer Biologic and Biosimilar Use in Medicare Part B, 2019-2021","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biosimilar; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002753895,0.0002231648,0.0005098835,0.0003851426,0.0001863676,0.00002753072,0.0001980497,0.0007951175,0.0009785886],"category_scores_gemma":[0.005107738,0.0001766187,0.00006941071,0.0009379193,0.0005639276,0.0002992986,0.0003373401,0.0007665504,0.0004473906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008719831,"about_ca_system_score_gemma":0.0001115244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008069745,"about_ca_topic_score_gemma":0.0000940789,"domain_scores_codex":[0.9969158,0.001314312,0.0004138971,0.00056541,0.00005514401,0.0007354525],"domain_scores_gemma":[0.9944879,0.004846509,0.0002068755,0.0003001406,0.00009518023,0.00006341202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002680556,0.001826374,0.07992514,0.0001653743,0.001786826,0.00287361,0.003578557,0.00001058532,0.1474455,0.008200452,0.349202,0.4023049],"study_design_scores_gemma":[0.001302334,0.0004754593,0.01484067,0.00005534304,0.0001620111,0.0002043165,0.002141808,0.00004328089,0.003353965,0.000180036,0.9769605,0.0002802675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7379963,0.01980497,0.0003024173,0.2061324,0.01014734,0.001938345,0.0003613951,0.000725369,0.02259147],"genre_scores_gemma":[0.9005469,0.03393849,0.01006384,0.03829094,0.0006780622,0.0002061445,0.0003176274,0.00009834251,0.01585967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6277584,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140253368973796,"score_gpt":0.3758769338159239,"score_spread":0.3144744001261859,"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."}}