{"id":"W4417430418","doi":"10.1021/acsmedchemlett.5c00709","title":"Fifteen Years, One Mission: Innovative, Inspirational, and Impactful Discoveries","year":2025,"lang":"en","type":"article","venue":"ACS Medicinal Chemistry Letters","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"MEDLINE; Key (lock); Text mining","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001219607,0.0001133506,0.000152113,0.00005205166,0.0002370682,0.0000480327,0.0001125042,0.00004320492,0.002139533],"category_scores_gemma":[0.0001426926,0.0001007867,0.00001775003,0.0001330111,0.0007462038,0.0001777214,0.00004097133,0.0002315468,0.000007560705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004349886,"about_ca_system_score_gemma":0.00009389633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000415127,"about_ca_topic_score_gemma":0.000005700033,"domain_scores_codex":[0.9992065,0.00001210017,0.0002373482,0.0001767293,0.000221843,0.0001454832],"domain_scores_gemma":[0.9995809,0.00007081444,0.00006862291,0.000138815,0.00008153004,0.00005937916],"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":[0.00009594227,0.0001594263,0.0009934671,0.000509744,0.0001859874,0.00003899707,0.01717191,0.000001394341,0.1900244,0.11436,0.6703841,0.006074619],"study_design_scores_gemma":[0.000458501,0.0000219504,0.001407024,0.00022447,0.00002773829,0.000003209069,0.001237094,0.000003946349,0.005700557,0.0007993688,0.9899591,0.0001570206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050687,0.0003434944,0.0001203554,0.02875234,0.0002898946,0.0000845988,0.00003565231,0.00005077452,0.0652542],"genre_scores_gemma":[0.9751508,0.00001662536,0.00005730576,0.01488737,0.0007460612,0.00001026522,0.0001569347,0.000008099747,0.008966541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.319575,"threshold_uncertainty_score":0.9987726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475434705899996,"score_gpt":0.2456538529600469,"score_spread":0.2208995059010469,"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."}}