{"id":"W4404408292","doi":"10.1016/j.jchromb.2024.124371","title":"Investigating the stability of a cerebral vasodilator drug using chromatographic methods: Evaluation of methods’ practicality and environmental aspects","year":2024,"lang":"en","type":"article","venue":"Journal of Chromatography B","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"King Saud University","keywords":"Chemistry; Chromatography; Drug; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.02006176,0.0002855688,0.0007891606,0.0002982237,0.000107817,0.00006989077,0.0003468553,0.0001637687,0.0005801627],"category_scores_gemma":[0.003390216,0.0002003032,0.0006569821,0.0007957741,0.001509559,0.0004149886,0.0001623823,0.000859835,2.567437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092709,"about_ca_system_score_gemma":0.0002946153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736859,"about_ca_topic_score_gemma":6.521678e-7,"domain_scores_codex":[0.9934673,0.003031068,0.001694141,0.0003539442,0.001152956,0.000300616],"domain_scores_gemma":[0.9925671,0.005267325,0.001198492,0.0004618707,0.0002428952,0.0002623243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003749698,0.0002614861,0.03235015,0.001197929,0.001320216,0.000004989965,0.001227539,0.00002921295,0.9427345,0.002717679,0.00002366534,0.01809512],"study_design_scores_gemma":[0.0007489626,0.0000603451,0.004813824,0.0007719523,0.003256743,0.0003562674,0.002922725,0.06839488,0.8649777,0.05323108,0.0002010575,0.000264461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654862,0.01198477,0.02140542,0.0001839489,0.0002019018,0.000189704,0.00002942422,0.00002312188,0.0004955305],"genre_scores_gemma":[0.6931762,0.0001273647,0.3065593,0.00002199205,0.00008657397,0.000003581332,8.641584e-7,0.00002377526,3.66748e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851539,"threshold_uncertainty_score":0.8168127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248347695481296,"score_gpt":0.4537327458178335,"score_spread":0.3288979762697039,"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."}}