{"id":"W6923816513","doi":"10.14288/1.0433640","title":"What is the Common Drug Review?","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug; Government (linguistics); Listing (finance); Drug approval; Approved drug; Process (computing); MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05558811,0.00123979,0.00357237,0.01214768,0.009177532,0.03151697,0.005875173,0.02032226,0.01461502],"category_scores_gemma":[0.2496035,0.001157527,0.001659678,0.0122518,0.01843567,0.02471605,0.004208946,0.0175124,0.01304245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04836437,"about_ca_system_score_gemma":0.1528476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1619126,"about_ca_topic_score_gemma":0.2088413,"domain_scores_codex":[0.9133911,0.02196436,0.008591249,0.005147653,0.04495171,0.00595397],"domain_scores_gemma":[0.6145846,0.06716137,0.02068368,0.00996937,0.2194551,0.0681459],"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":[0.0000297783,0.00003771394,0.0004096196,0.001318335,0.00003519462,0.0002248808,0.0002171985,0.00005608969,0.00006309437,0.0132488,0.9119777,0.07238156],"study_design_scores_gemma":[0.0000342443,0.0000329145,0.001128582,0.003771072,0.00002822353,0.0004773316,0.0005315797,0.00007943003,0.00006136367,0.008651692,0.9851359,0.00006784286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002112418,0.119302,0.0006360839,0.8347893,0.02958138,0.00008429033,0.0001393607,0.0001341253,0.01512215],"genre_scores_gemma":[0.01378342,0.2467395,0.003517185,0.6545956,0.05548709,0.0002855478,0.0004305459,0.0002685561,0.02489258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1619126,"threshold_uncertainty_score":0.3509097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625074281001195,"score_gpt":0.287029909271904,"score_spread":0.2245224811717845,"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."}}