{"id":"W4313244514","doi":"10.3390/pharmaceutics15010064","title":"A Micro-Configured Multiparticulate Reconstitutable Suspension Powder of Fixed Dose Rifampicin and Pyrazinamide: Optimal Fabrication and In Vitro Quality Evaluation","year":2022,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Department of Higher Education and Training; National Research Foundation","keywords":"Pyrazinamide; Rifampicin; Chromatography; Chemistry; Materials science; Pharmacology; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004311171,0.0002264605,0.0004279485,0.0002005225,0.0003437513,0.00002405782,0.0001446663,0.0001583854,0.0004186657],"category_scores_gemma":[0.0002259997,0.0002555903,0.00005857,0.000344171,0.000282451,0.0002046787,0.0002064606,0.0007103094,0.000009540255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820392,"about_ca_system_score_gemma":0.0001440105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002143947,"about_ca_topic_score_gemma":0.00003113707,"domain_scores_codex":[0.9961466,0.00189911,0.0007653045,0.0004551948,0.000340163,0.0003936861],"domain_scores_gemma":[0.9985316,0.0005064401,0.0003550321,0.0002112749,0.0002167242,0.0001789035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00315333,0.0005422977,0.03003175,0.0002002931,0.0001124955,0.00001625928,0.003427089,0.01640614,0.9327813,0.0001387182,0.0002667647,0.01292357],"study_design_scores_gemma":[0.01097766,0.000110433,0.02535167,0.00002493901,0.0004272842,0.00008829431,0.001860601,0.4827776,0.455473,0.0002014848,0.02218699,0.0005199727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939661,0.002731441,0.00003330547,0.0005000262,0.0007927362,0.001200848,0.0001434017,0.00004209683,0.0005900497],"genre_scores_gemma":[0.9982919,0.0003134945,0.0002845789,0.0006550236,0.00005000089,0.0001292355,0.0001021218,0.0000176261,0.0001559951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773082,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948528232994414,"score_gpt":0.4606321569004521,"score_spread":0.2657793336010107,"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."}}