{"id":"W4308320708","doi":"10.18433/jpps32921","title":"Review of Pharmaceutical Applications of Diethylene Glycol Monoethyl Ether","year":2022,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tabriz; Tabriz University of Medical Sciences","keywords":"Cosmetics; Solubilization; Pulmonary surfactant; Solvent; Chemistry; Solubility; Dosage form; Diethylene glycol; Chromatography; Organic chemistry; Ethylene glycol","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002708486,0.000687208,0.003068333,0.000315463,0.0002320932,0.00003204897,0.00271924,0.0002044664,0.03689552],"category_scores_gemma":[0.0003337695,0.0005170899,0.002638075,0.002326505,0.001807005,0.0002522835,0.0004726007,0.002288255,0.00001531805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628761,"about_ca_system_score_gemma":0.001119044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005218872,"about_ca_topic_score_gemma":1.302666e-7,"domain_scores_codex":[0.9929075,0.0003547658,0.003495245,0.0006193383,0.001936858,0.0006863553],"domain_scores_gemma":[0.9938074,0.001648238,0.003020295,0.0004440044,0.0003399729,0.0007401257],"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":[0.00006585426,0.0009205735,0.00002965502,0.205114,0.0007636613,0.00003874567,0.00002248172,0.000002882876,0.001663638,0.000252565,0.002126763,0.7889992],"study_design_scores_gemma":[0.0006731325,0.00006450313,6.753657e-8,0.02184479,0.004776037,0.0003398544,0.00004641302,0.00006719151,0.01104889,0.0001228272,0.9605671,0.0004492377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002143718,0.9877064,0.00008752748,0.0002362577,0.00017218,0.0004072976,0.000232024,0.00002542283,0.01111149],"genre_scores_gemma":[0.0002838081,0.9981217,0.0003895302,0.0004269234,0.0004990779,0.0001040541,0.00002094502,0.00005152799,0.0001023864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584403,"threshold_uncertainty_score":0.9997281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148649464705841,"score_gpt":0.4705746924971334,"score_spread":0.3219252277912925,"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."}}