{"id":"W2329300970","doi":"10.3821/1913-701x-143.4.184","title":"An Introduction to Biologics and Biosimilars. Part II: Subsequent Entry Biologics: Biosame or Biodifferent?","year":2010,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biosimilar; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001052948,0.0005387905,0.0005759106,0.0004553965,0.001450867,0.0001764291,0.0007359202,0.0003825122,0.005770036],"category_scores_gemma":[0.0005157553,0.000406656,0.0001287681,0.0006020955,0.0007421816,0.0002247125,0.0001181514,0.001460668,0.00001688336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404742,"about_ca_system_score_gemma":0.001266758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227684,"about_ca_topic_score_gemma":0.05327686,"domain_scores_codex":[0.9965786,0.0004369545,0.000701039,0.000813943,0.0001051573,0.00136435],"domain_scores_gemma":[0.9972149,0.0001264297,0.0002359894,0.0004266507,0.0003828029,0.001613272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005472567,0.0001853721,0.003722428,0.00005740822,0.0003608588,0.004118432,0.0003292967,0.0000129454,0.692306,0.0002343727,0.1911781,0.1069476],"study_design_scores_gemma":[0.001482618,0.0005991844,0.0001712649,0.00001075629,0.0001977181,0.1577822,0.00002763512,0.00009648342,0.1191663,0.0001546846,0.7194325,0.0008785484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821045,0.0008562874,0.00005172975,0.005236959,0.009757811,0.0004475314,0.00133417,0.00005465425,0.0001563104],"genre_scores_gemma":[0.9822626,0.003697171,0.001115174,0.01007217,0.00189748,0.00001906581,0.0001707391,0.00003752406,0.0007281214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5731397,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03814375019973627,"score_gpt":0.2922062271496131,"score_spread":0.2540624769498768,"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."}}