{"id":"W2964857163","doi":"10.1002/ddr.21575","title":"Modified‐release oral pellets for duodenum delivery of doxycycline hyclate","year":2019,"lang":"en","type":"article","venue":"Drug Development Research","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Duodenum; Chemistry; Pellets; Gastric fluid; Chromatography; Enteric coating; Delivery system; Pharmacology; Materials science; Dosage form; Medicine; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00562741,0.0002547,0.0004935144,0.0003910669,0.0003631611,0.00003457044,0.0006247207,0.0003245944,0.001025892],"category_scores_gemma":[0.0001562506,0.0002424133,0.000146322,0.0004363886,0.0002398211,0.0001699982,0.0003126829,0.0009327085,0.001694636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839113,"about_ca_system_score_gemma":0.0006862571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144542,"about_ca_topic_score_gemma":0.00005265888,"domain_scores_codex":[0.9961658,0.0008418235,0.0007458254,0.0005552718,0.0007036708,0.000987666],"domain_scores_gemma":[0.9969791,0.001446113,0.0001515329,0.0003713768,0.0007198177,0.0003320412],"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":[0.01595998,0.006985486,0.1321067,0.007494082,0.003323833,0.0003199948,0.03521076,0.01792351,0.1331929,0.01332912,0.4346302,0.1995234],"study_design_scores_gemma":[0.005184145,0.0001814362,0.002956804,0.0001159204,0.00004186249,0.00001081725,0.001046952,0.01921874,0.104362,0.0006902894,0.8656201,0.0005709509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860126,0.0005798347,0.00009893828,0.0006828648,0.001367339,0.001717904,0.00008790447,0.0000626461,0.009389942],"genre_scores_gemma":[0.9673414,0.000143251,0.0006969188,0.0002977057,0.0001699157,0.0001694898,0.0001410419,0.0000353896,0.03100486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.43099,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2741026585289713,"score_gpt":0.4948509875384093,"score_spread":0.220748329009438,"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."}}