{"id":"W2370625581","doi":"","title":"Effect analysis of prescription evaluation feedback system to promote rational drug use","year":2013,"lang":"en","type":"article","venue":"China Medical Herald","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Drug; Quarter (Canadian coin); Pharmacology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005678361,0.0002105408,0.0004684671,0.0002496059,0.0001627627,0.00003631671,0.0003166823,0.0003060328,0.01216042],"category_scores_gemma":[0.003004648,0.0001639517,0.0001894981,0.0007580788,0.0001308348,0.0005778992,0.00008248279,0.0008596323,0.0003194173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418189,"about_ca_system_score_gemma":0.0001766331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102738,"about_ca_topic_score_gemma":0.00004357866,"domain_scores_codex":[0.995093,0.002361588,0.0006093244,0.0003674632,0.001210768,0.0003578472],"domain_scores_gemma":[0.997284,0.001163251,0.0002347577,0.0002233898,0.0002423311,0.0008522509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002710548,0.002623524,0.0390666,0.001631128,0.00805849,0.00007635859,0.005717916,0.008487665,0.05260547,0.001944468,0.169645,0.7074329],"study_design_scores_gemma":[0.004039131,0.0004131708,0.08962667,0.0001815428,0.005265004,0.00001713056,0.00006920927,0.8118292,0.01819667,0.0001074782,0.06986992,0.000384846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988931,0.0002533296,0.0004181884,0.005973597,0.00125658,0.001502628,0.0000276815,0.00008687138,0.001550151],"genre_scores_gemma":[0.9955015,0.00003821066,0.0001338572,0.002874103,0.0003315855,0.0003380979,0.0001525401,0.00001423843,0.0006158758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8033416,"threshold_uncertainty_score":0.9887426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08496441125488924,"score_gpt":0.4602418440898124,"score_spread":0.3752774328349232,"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."}}