{"id":"W2620644176","doi":"10.1007/s40268-017-0186-8","title":"Comparison of Generic Drug Reviews for Marketing Authorization between Japan and Canada","year":2017,"lang":"en","type":"article","venue":"Drugs in R&D","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Marketing authorization; Authorization; Drug; Business; Prior authorization; Medicine; Pharmacology; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002888141,0.0001051784,0.0003407681,0.0000358076,0.0003099674,0.000013849,0.0002458022,0.00008976246,0.00008616065],"category_scores_gemma":[0.001701387,0.0000990205,0.00002913892,0.00003612625,0.0001250558,0.0001404869,0.00007315363,0.0003713515,0.000001540205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004014571,"about_ca_system_score_gemma":0.0001269126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01898591,"about_ca_topic_score_gemma":0.0262075,"domain_scores_codex":[0.9986183,0.0004609629,0.0004224608,0.0001800534,0.0000993635,0.0002188703],"domain_scores_gemma":[0.9978703,0.001323111,0.0004942086,0.0001456282,0.0000340687,0.000132706],"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":[0.0001690719,0.0000772135,0.7588764,0.0004727978,0.00004522887,0.00000123639,0.001151403,0.00002041831,0.001429751,0.0001910444,0.03449204,0.2030734],"study_design_scores_gemma":[0.001325852,0.00002008822,0.08866505,0.00007887987,0.0001531553,7.352457e-7,0.0003233183,0.005399799,0.009307411,0.0001167071,0.8944414,0.0001676212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901486,0.002600977,0.000104123,0.002481804,0.0009546948,0.0005065621,0.00004668237,0.000008914082,0.003147625],"genre_scores_gemma":[0.9976073,0.0008797614,0.000371757,0.0004626771,0.0002367919,0.00003976107,0.00002364358,0.000008408042,0.0003699117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599494,"threshold_uncertainty_score":0.9915617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.259178522825063,"score_gpt":0.5329395756676412,"score_spread":0.2737610528425781,"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."}}