{"id":"W4412695831","doi":"10.1177/1540658x251361263","title":"Drug Repurposing Patent Applications October–December 2024","year":2025,"lang":"en","type":"article","venue":"Assay and Drug Development Technologies","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug repositioning; Repurposing; Drug; Pharmacology; Medicine; Biology","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":[0.003518115,0.0008304944,0.0005391789,0.00423488,0.001582943,0.006241194,0.001009422,0.003610276,0.06474012],"category_scores_gemma":[0.01203103,0.0004096827,0.0009051434,0.003056638,0.0009372605,0.002268883,0.001598651,0.002922744,0.0339587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225932,"about_ca_system_score_gemma":0.005111166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198856,"about_ca_topic_score_gemma":0.003776999,"domain_scores_codex":[0.9949813,0.0003998375,0.0002610332,0.0002759715,0.003345276,0.0007364603],"domain_scores_gemma":[0.9954255,0.000951836,0.0005718392,0.0002859181,0.002031405,0.0007334884],"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":[0.0002933772,0.0002034935,0.0008599697,0.0007385348,0.00002576252,0.001192161,0.0001525188,0.0001731379,0.004639441,0.02838782,0.7490643,0.2142694],"study_design_scores_gemma":[0.00003301016,0.0001120259,0.001608579,0.0001366318,0.000009749376,0.0002647032,0.00003212102,0.0001177299,0.001318,0.001203708,0.99515,0.00001364709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.01223313,0.02615937,0.005251022,0.01909811,0.01937342,0.001859338,0.00938594,0.001191395,0.9054483],"genre_scores_gemma":[0.06705499,0.02185724,0.004429041,0.0139386,0.008239276,0.0008272624,0.01029838,0.0004035003,0.8729517],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.06474012,"threshold_uncertainty_score":0.2165773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589534151186479,"score_gpt":0.3719935208355861,"score_spread":0.3130401057169382,"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."}}