{"id":"W4413108147","doi":"10.1177/1540658x251365257","title":"Drug Repurposing Patent Applications January–March 2025","year":2025,"lang":"en","type":"article","venue":"Assay and Drug Development Technologies","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug repositioning; Repurposing; Drug discovery; Drug; Business; Computer science; Pharmacology; Medicine; Bioinformatics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658908,0.0001796346,0.0001695728,0.0003068883,0.0005026574,0.00009270869,0.0004182799,0.0000921372,0.000006588778],"category_scores_gemma":[0.0003331585,0.0001573586,0.00003163238,0.0007210778,0.0002894604,0.0001171879,0.0004534858,0.0002236528,0.00004052699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004986812,"about_ca_system_score_gemma":0.0001189947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006612838,"about_ca_topic_score_gemma":0.00001733628,"domain_scores_codex":[0.9986525,0.00004715001,0.0002715444,0.0005413,0.0001693006,0.000318166],"domain_scores_gemma":[0.9992506,0.0003009338,0.00006463547,0.0003313072,0.0000272471,0.00002530601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001704971,0.000159615,0.003177761,0.0001039181,0.0000210072,0.0000103101,0.0005309418,0.000004812933,0.02514822,0.05582607,0.01745531,0.897545],"study_design_scores_gemma":[0.0003272704,0.000005533464,0.002582314,0.00008367946,0.000005779874,0.000003430217,0.002412321,0.00004056709,0.5986257,0.02098611,0.3746435,0.0002837689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645312,0.01122027,0.02828483,0.05747442,0.0008480548,0.004475884,0.00002482373,0.009863079,0.1232774],"genre_scores_gemma":[0.9867169,0.001018442,0.004530333,0.00055971,0.000005305474,0.0004449238,0.000005079206,0.000008921967,0.006710397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8972612,"threshold_uncertainty_score":0.6416897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540895733263534,"score_gpt":0.2591071384220228,"score_spread":0.2336981810893874,"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."}}