{"id":"W3013570751","doi":"10.1016/j.msec.2020.110895","title":"Rifampicin nanocrystals: Towards an innovative approach to treat tuberculosis","year":2020,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Materials science; Dissolution; Bioavailability; Particle size; Solubility; Differential scanning calorimetry; Rifampicin; Chemical engineering; Tuberculosis; Pharmacology; Organic chemistry; Chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.001108612,0.0001813542,0.0002635502,0.0001225247,0.0002056496,0.0001481757,0.000296834,0.0001093126,0.00008786318],"category_scores_gemma":[0.0001908231,0.0001624206,0.00001437628,0.000904714,0.0001556147,0.0003882977,0.0001308707,0.0001344571,0.00005243051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004933315,"about_ca_system_score_gemma":0.00007741305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006916722,"about_ca_topic_score_gemma":4.173782e-7,"domain_scores_codex":[0.99863,0.00007545429,0.0002489413,0.0004226595,0.0002207374,0.0004021873],"domain_scores_gemma":[0.9992176,0.00002726603,0.00003542897,0.0001328639,0.0001514891,0.0004353858],"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":[0.00006013058,0.00004956905,0.00007465674,0.0001273252,0.00001081377,0.000004484546,0.005569227,0.002630224,0.9888446,0.0007752802,0.0004557694,0.001397913],"study_design_scores_gemma":[0.0005778664,0.0003250515,0.002364289,0.00002053124,0.00003165514,0.0000262557,0.0008586947,0.01260898,0.9518997,0.00001342722,0.03080896,0.0004646039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941593,0.00004810581,0.0005213486,0.0006403995,0.0006046809,0.0002839248,0.00006680917,0.0001534884,0.003521879],"genre_scores_gemma":[0.9965656,0.00001368762,0.0008095229,0.00224411,0.0002604847,0.00003738622,0.000009041426,0.00001366324,0.00004650779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03694493,"threshold_uncertainty_score":0.662332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016399369791135,"score_gpt":0.3636822423602652,"score_spread":0.2620423053811517,"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."}}