{"id":"W4407686581","doi":"10.1002/cpt.3551","title":"<scp>ASCPT</scp> News","year":2025,"lang":"en","type":"article","venue":"Clinical Pharmacology & Therapeutics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, Indiana University; University at Buffalo; Bristol-Myers Squibb; Universiti Sains Malaysia; University of Toronto; Seoul National University; Genentech; Seoul National University Hospital; SK Life Science; Istanbul Üniversitesi-Cerrahpasa; Vertex Pharmaceuticals; University of Minnesota; Brown University; Pfizer","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008516326,0.0009976417,0.000869239,0.001145125,0.001999749,0.005600604,0.001487433,0.004880301,0.725851],"category_scores_gemma":[0.005629179,0.0005163579,0.0007133282,0.001602229,0.0006957256,0.002042539,0.001484661,0.00461277,0.5168383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902908,"about_ca_system_score_gemma":0.002581021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007479416,"about_ca_topic_score_gemma":0.01807724,"domain_scores_codex":[0.9993162,0.00004362101,0.00002476936,0.00005444931,0.0004646562,0.00009630806],"domain_scores_gemma":[0.9962224,0.0007522606,0.0002001997,0.0002955638,0.001548097,0.0009813989],"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":[0.00001718502,0.00001443294,0.00001671504,0.00002785417,5.266676e-7,0.00002920164,0.000002563025,0.00001160533,0.0000598236,0.0001998686,0.9906393,0.008980809],"study_design_scores_gemma":[0.0000221463,0.00002407959,0.0003991903,0.00005733054,0.000001294493,0.00004494342,0.00001812944,0.00007724622,0.0001812274,0.000351127,0.9988153,0.000008006069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004186217,0.001051752,0.0006953808,0.01925798,0.01538812,0.0004315921,0.009541157,0.003478486,0.9497369],"genre_scores_gemma":[0.001994584,0.0007890694,0.000432222,0.01111807,0.005326864,0.0002094971,0.003100048,0.0006454028,0.9763842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.274149,"threshold_uncertainty_score":0.3910403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373037126746987,"score_gpt":0.369158236514969,"score_spread":0.2318545238402703,"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."}}