{"id":"W2391938674","doi":"10.51847/ix7lq0k","title":"10.51847/IX7lQ0k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical Methods in Pharmaceuticals","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vildagliptin; Absorbance; Metformin; Metformin Hydrochloride; Chromatography; Dosage form; Chemistry; Materials science; Medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001034189,0.001443119,0.0008828205,0.003936044,0.001215474,0.002633224,0.001801169,0.003295032,0.9252563],"category_scores_gemma":[0.001029488,0.0007499337,0.0008046964,0.00188822,0.001021992,0.00201187,0.002362431,0.001285865,0.9389296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446619,"about_ca_system_score_gemma":0.0007570432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234097,"about_ca_topic_score_gemma":0.002704442,"domain_scores_codex":[0.9992299,0.00005487727,0.00004930561,0.000189832,0.0003441195,0.0001319079],"domain_scores_gemma":[0.998971,0.0001481664,0.00007232204,0.0001719206,0.0004537651,0.000182974],"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":[0.0004598783,0.0003289295,0.001021753,0.0004099648,0.00003444758,0.0002901377,0.00009132311,0.0004223718,0.03858662,0.005318457,0.2269908,0.7260453],"study_design_scores_gemma":[0.00008974732,0.0001251266,0.001946194,0.0001679894,0.00001769154,0.0005208658,0.00005090949,0.001319356,0.008864171,0.001089735,0.9857729,0.00003540756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002919983,0.0009405366,0.01230259,0.0007118777,0.0008904277,0.0002669159,0.002120634,0.007399131,0.9724478],"genre_scores_gemma":[0.004250462,0.0002752242,0.004062658,0.000238953,0.0000816219,0.0001119757,0.001672153,0.000437651,0.9888693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07474375,"threshold_uncertainty_score":0.1066128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537607245097896,"score_gpt":0.2985555950534994,"score_spread":0.2731795226025204,"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."}}