{"id":"W2795656442","doi":"10.18433/jpps29745","title":"Are Excipients Inert? Phenytoin Pharmaceutical Investigations with New Incompatibility Insights","year":2018,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Excipient; Chemistry; Phenytoin; Bioavailability; Lactose; Chromatography; Active ingredient; Solubility; Pharmacology; Food science; Organic chemistry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009361824,0.0004327342,0.0003988768,0.000630479,0.0002920601,0.000846044,0.0003892111,0.0005122371,0.0009076349],"category_scores_gemma":[0.001041405,0.0001840982,0.0003543818,0.0005520575,0.001033583,0.001110818,0.000542341,0.0008001717,0.0002307398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226514,"about_ca_system_score_gemma":0.0004420065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008096711,"about_ca_topic_score_gemma":0.0005703774,"domain_scores_codex":[0.9994406,0.0001098573,0.00004941006,0.0000688669,0.0002648257,0.00006632239],"domain_scores_gemma":[0.9995291,0.000185894,0.0001264989,0.0000430956,0.00009688746,0.00001843994],"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":[0.0005172503,0.0001862189,0.006231722,0.0009049354,0.00006351605,0.002457895,0.0005798541,0.0002920457,0.8772015,0.006261867,0.0004117722,0.1048915],"study_design_scores_gemma":[0.00004520609,0.002094563,0.01369124,0.0001397149,0.0002066324,0.006601246,0.0006368724,0.001868527,0.9129811,0.003057883,0.05863903,0.00003799597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820402,0.09381975,0.0107627,0.002652997,0.00009260658,0.0001200113,0.000102066,0.0000626574,0.01034701],"genre_scores_gemma":[0.9453796,0.04546681,0.005282015,0.0007725235,0.0001764955,0.00003792932,0.0001232544,0.00001998727,0.002741456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009361824,"threshold_uncertainty_score":0.00495106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.280601064248118,"score_gpt":0.4878869800381502,"score_spread":0.2072859157900322,"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."}}