{"id":"W3104122262","doi":"10.24018/ejbmr.2020.5.6.565","title":"Global Status of Biosimilars and Its Influential Factors","year":2020,"lang":"en","type":"article","venue":"European Journal of Business Management and Research","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosimilar; Product (mathematics); Business; Medicine; Government (linguistics); International trade","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":[],"consensus_categories":[],"category_scores_codex":[0.001085989,0.0001037193,0.0002412522,0.000144381,0.00009960132,0.0000349745,0.0002022341,0.00003982663,0.0001368891],"category_scores_gemma":[0.0002192024,0.00006976136,0.00004704696,0.0005073742,0.0003138618,0.00008987435,0.0003982893,0.0002404375,0.000005443555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001055285,"about_ca_system_score_gemma":0.00002047679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002676417,"about_ca_topic_score_gemma":3.678786e-7,"domain_scores_codex":[0.9983696,0.0006807168,0.0003519162,0.000154917,0.0001292948,0.0003135758],"domain_scores_gemma":[0.9992942,0.00006653773,0.0001341589,0.00007034116,0.0003328107,0.000101932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006989088,0.001128225,0.2131936,0.003756324,0.005116986,0.001842251,0.002800036,0.00006732027,0.1381809,0.009660776,0.09288972,0.5243748],"study_design_scores_gemma":[0.002316419,0.0006345441,0.8534544,0.0001468914,0.0001411544,0.00002835366,0.0008023191,0.00001540158,0.004272663,0.00009600076,0.1379319,0.0001600516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781765,0.01133562,0.0005139966,0.003610916,0.0002747041,0.0001742098,0.0000264588,0.000009098134,0.005878458],"genre_scores_gemma":[0.9954794,0.0037786,0.0003383805,0.000138857,0.00004667278,1.344276e-7,0.00000156644,0.000008268186,0.000208097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6402608,"threshold_uncertainty_score":0.2844785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988032733914623,"score_gpt":0.3462804947909919,"score_spread":0.2474772213995296,"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."}}