{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004320723,0.0009624138,0.0007342751,0.005045246,0.001374938,0.00784922,0.001369348,0.00431194,0.1096697],"category_scores_gemma":[0.01209466,0.0003551096,0.001135621,0.003043196,0.0008824517,0.003657319,0.001558133,0.002920486,0.06326567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409938,"about_ca_system_score_gemma":0.003784779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785907,"about_ca_topic_score_gemma":0.002540084,"domain_scores_codex":[0.9965017,0.0003028989,0.0002243583,0.0003128148,0.00222684,0.0004312671],"domain_scores_gemma":[0.9948572,0.0008969986,0.000569226,0.0003940428,0.002458897,0.0008235986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001455266,0.0001466491,0.0003892815,0.001005129,0.00003433692,0.0007464744,0.00008628672,0.0001616146,0.004679473,0.03116885,0.5828327,0.3786036],"study_design_scores_gemma":[0.00002256028,0.00008203948,0.0007289165,0.0003001209,0.00001150318,0.0002207392,0.00001898565,0.0000933531,0.0009020984,0.001888623,0.9957196,0.00001145569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00676722,0.05635399,0.00604721,0.01386799,0.01689616,0.001578528,0.007102532,0.00153781,0.8898485],"genre_scores_gemma":[0.05929388,0.05616301,0.007249202,0.01494779,0.009370082,0.000839264,0.0126444,0.0005151275,0.8389773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949548,"threshold_uncertainty_score":0.3668817,"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."}}