{"id":"W2606747790","doi":"10.13162/hro-ors.v5i1.2982","title":"Revising the Guidance Document for Biosimilar Agents","year":2017,"lang":"fr","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biosimilar; Computer science; Medicine; Data science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06201241,0.00153265,0.0019343,0.005415012,0.005268546,0.0117811,0.007879644,0.03241894,0.0125695],"category_scores_gemma":[0.1157903,0.002027576,0.003051969,0.003449458,0.005687331,0.004432157,0.003041562,0.02127404,0.0129778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03067893,"about_ca_system_score_gemma":0.1738842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3446134,"about_ca_topic_score_gemma":0.3849673,"domain_scores_codex":[0.8928248,0.01542948,0.008840267,0.003206366,0.07193536,0.007763803],"domain_scores_gemma":[0.8135565,0.03364298,0.007162451,0.006081094,0.1313545,0.008202476],"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":[0.00004083574,0.0001287899,0.0002970587,0.0003211802,0.00001161306,0.0002779109,0.0004606817,0.0002835265,0.001043597,0.02498943,0.9323937,0.0397516],"study_design_scores_gemma":[0.00003538747,0.00004231959,0.0005260371,0.0005787672,0.00001676358,0.0001087547,0.0001193448,0.0001269,0.0004440436,0.001625912,0.9963424,0.00003337137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003814443,0.02078793,0.02108554,0.639222,0.05176235,0.005000026,0.005613757,0.002988451,0.2497255],"genre_scores_gemma":[0.02595815,0.02712614,0.1340802,0.3999277,0.01144535,0.002499766,0.007817613,0.001519036,0.3896262],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3446134,"threshold_uncertainty_score":0.685215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088394074428554,"score_gpt":0.407574076997511,"score_spread":0.2987346695546556,"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."}}