{"id":"W2033051200","doi":"10.1016/j.biologicals.2012.09.010","title":"Health Canada/BIOTECanada Summit on regulatory and clinical topics related to subsequent entry biologics (biosimilars), Ottawa, Canada, 14 May 2012","year":2012,"lang":"en","type":"article","venue":"Biologicals","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Canada; University of Toronto; University Health Network; Health Sciences Centre; Mount Sinai Hospital; Western University","funders":"Health Canada","keywords":"Biosimilar; Summit; Medicine; Pharmacovigilance; Comparability; Product (mathematics); Interchangeability; Health care; Family medicine; Pharmacology; Political science; Drug","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00207084,0.0004332809,0.0009309805,0.00006156209,0.0003157477,0.0000145397,0.0003901902,0.0009814674,0.0007235279],"category_scores_gemma":[0.0008468038,0.0002886918,0.0001308233,0.0002285025,0.0003882824,0.00004152036,0.0002185628,0.0008049542,0.00002709573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449878,"about_ca_system_score_gemma":0.001085804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6326219,"about_ca_topic_score_gemma":0.9493583,"domain_scores_codex":[0.9954409,0.001363896,0.001070301,0.0007042917,0.0001246359,0.001295985],"domain_scores_gemma":[0.9977721,0.0007814085,0.0002866551,0.0005338937,0.00008184298,0.0005441014],"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":[0.0001307365,0.0002191006,0.1519285,0.00002028108,0.0002610256,0.00001747108,0.00001191255,0.000001063299,0.001286441,0.004415338,0.812427,0.02928116],"study_design_scores_gemma":[0.0003867314,0.0004961581,0.2954852,0.00002976612,0.00002968637,0.00001773283,0.00004920838,7.877541e-7,0.002260318,0.00006348085,0.7008303,0.00035065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395081,0.02603258,0.00003322306,0.1204919,0.007695685,0.001294388,0.001136798,0.0001516554,0.003655709],"genre_scores_gemma":[0.9502785,0.0008599033,0.0006787754,0.04237476,0.0001955491,0.0000137996,0.0001215786,0.00002018224,0.005456981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167364,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073485605413039,"score_gpt":0.3199077062913483,"score_spread":0.2791728502372179,"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."}}