{"id":"W4248807452","doi":"10.1136/dtb.2006.441073","title":"New drugs from old","year":2006,"lang":"en","type":"review","venue":"Drug and Therapeutics Bulletin","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Key (lock); Value (mathematics); Brand names; Value for money; Quarter (Canadian coin); Market share; Economics; Public economics","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":[0.0008438412,0.001020427,0.00120928,0.002599208,0.0007853463,0.002410389,0.00104168,0.002263845,0.04365816],"category_scores_gemma":[0.0016078,0.000341062,0.0008955926,0.002220591,0.001358161,0.004384689,0.002026922,0.00417614,0.02900443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031202,"about_ca_system_score_gemma":0.001287828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171485,"about_ca_topic_score_gemma":0.003088689,"domain_scores_codex":[0.9994341,0.00008180217,0.00006369003,0.00009174942,0.0002714668,0.00005711964],"domain_scores_gemma":[0.9995915,0.0001191561,0.00005169733,0.00004776555,0.0000949848,0.00009487454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009597404,0.0001377195,0.0002431504,0.006593803,0.00006566693,0.0006951169,0.0001878718,0.0001880479,0.001904965,0.02308135,0.1706101,0.7961964],"study_design_scores_gemma":[0.00001407188,0.00002612078,0.0001619129,0.0007289347,0.000008824893,0.0005170972,0.0000227889,0.00001430424,0.0001174125,0.002134715,0.9962484,0.000005518787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004783318,0.9453266,0.0007125114,0.003658385,0.005239374,0.00006705528,0.0001754915,0.00008919597,0.04425312],"genre_scores_gemma":[0.003109938,0.9494616,0.001205461,0.007824815,0.002287643,0.00006369284,0.0003689704,0.00002284205,0.03565503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04365816,"threshold_uncertainty_score":0.1460511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3694891166691727,"score_gpt":0.5345479595728135,"score_spread":0.1650588429036409,"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."}}