{"id":"W4411002193","doi":"10.1093/ajhp/zxaf147","title":"Recent and anticipated novel drug approvals (2Q 2025 through 1Q 2026)","year":2025,"lang":"en","type":"article","venue":"American Journal of Health-System Pharmacy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formulary; Pipeline (software); Drug; Medicine; Food and drug administration; Quarter (Canadian coin); Drug approval; Family medicine; Medical emergency; Pharmacology; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002282153,0.00026681,0.00138156,0.0004133017,0.0002113224,0.0001035098,0.0003954469,0.00003239033,0.0001594676],"category_scores_gemma":[0.0001010791,0.000278523,0.0001837466,0.000672639,0.0001968801,0.0003315191,0.0001030593,0.000460756,0.00007339904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004309357,"about_ca_system_score_gemma":0.000392045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238636,"about_ca_topic_score_gemma":0.000007250502,"domain_scores_codex":[0.9964649,0.000131365,0.00234466,0.0003889845,0.00006704192,0.000603012],"domain_scores_gemma":[0.996722,0.0002067894,0.002352738,0.0002635242,0.0001246414,0.0003302675],"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":[0.0008735632,0.001151039,0.04758048,0.001722447,0.001908013,0.00004414828,0.004282134,0.0004219951,0.0003677733,0.2887488,0.08018289,0.5727167],"study_design_scores_gemma":[0.002839132,0.0001398575,0.001616861,0.0001787125,0.00003390497,0.0000791338,0.0005616956,0.00357107,0.0001983968,0.001381034,0.9891148,0.0002853617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5054938,0.07977358,0.01293043,0.3362774,0.005840409,0.001367813,0.0006632559,0.0001139786,0.05753943],"genre_scores_gemma":[0.9629381,0.02253569,0.001329444,0.0126316,0.0002596704,0.0000130102,0.000004125165,0.00003338724,0.0002549896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.908932,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09972721393004036,"score_gpt":0.3774570062517797,"score_spread":0.2777297923217394,"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."}}