{"id":"W3096761668","doi":"10.3899/jrheum.200565","title":"Does Etanercept Biosimilar Prescription in a Rheumatology Center Bend the Medication Cost Curve?","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer; Eli Lilly and Company","keywords":"Medicine; Biosimilar; Etanercept; Rheumatoid arthritis; Medical prescription; Rheumatology; Internal medicine; Average cost; Pharmacology","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":[0.001706037,0.0001949198,0.0006060501,0.0001032135,0.0001504702,0.00001287872,0.0007630993,0.0003635169,0.0008108336],"category_scores_gemma":[0.0007807633,0.00007672988,0.0001465928,0.0002348039,0.0007874367,0.00009565595,0.000134469,0.0009894456,0.00005879447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000323,"about_ca_system_score_gemma":0.00007578946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009285512,"about_ca_topic_score_gemma":0.0001340153,"domain_scores_codex":[0.9963696,0.002029637,0.0009554143,0.0001800453,0.00008442364,0.0003808883],"domain_scores_gemma":[0.9979699,0.0009782935,0.0006279048,0.0002639421,0.0001048248,0.00005514951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004085311,0.0007007749,0.7895793,0.0002697003,0.001381375,0.00003065312,0.01152513,0.00004132679,0.04437505,0.008087642,0.1187672,0.02115653],"study_design_scores_gemma":[0.02200361,0.003467282,0.1369112,0.001233519,0.001400097,0.03670412,0.01596152,0.001746725,0.03008718,0.01188039,0.7369261,0.001678277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7778144,0.00478475,0.003999092,0.2095325,0.003014561,0.0005294347,0.00003344573,0.00003346786,0.0002583116],"genre_scores_gemma":[0.9937871,0.003938134,0.0001759244,0.001999915,0.00001128664,0.000005388307,0.000006386725,0.00001351716,0.00006237444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6526681,"threshold_uncertainty_score":0.8878059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445252979669899,"score_gpt":0.2783625485327346,"score_spread":0.2539100187360356,"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."}}