{"id":"W2115339164","doi":"10.1155/2013/136590","title":"<i>In Vitro</i>Release Kinetics of Antituberculosis Drugs from Nanoparticles Assessed Using a Modified Dissolution Apparatus","year":2013,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Rhodes University; University of Alberta","keywords":"Kinetics; Dissolution; In vitro; Pharmacology; Nanoparticle; Chemistry; Medicine; Materials science; Nanotechnology; Biochemistry; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0007831511,0.0001436692,0.0002191545,0.0005124357,0.00007130489,0.0001824466,0.0005540716,0.00009048323,0.0009472912],"category_scores_gemma":[0.0003750245,0.000135576,0.00006554431,0.0006606539,0.0003849764,0.0006740046,0.0002519114,0.0001667576,0.0003591493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791818,"about_ca_system_score_gemma":0.0001210993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006571901,"about_ca_topic_score_gemma":0.00002875686,"domain_scores_codex":[0.9967568,0.0003835315,0.0005299126,0.0004220175,0.001342858,0.0005648982],"domain_scores_gemma":[0.9983126,0.0004069543,0.0001292177,0.0003355533,0.0006322946,0.0001833845],"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":[0.0002318778,0.0006600615,0.0002373648,0.00001474671,0.00001810637,0.00001238526,0.000159089,0.0005043456,0.9966832,0.0002915261,0.0008082284,0.0003790308],"study_design_scores_gemma":[0.0008898941,0.0000447595,0.001623263,0.00004870366,0.000006590975,0.000001607208,0.0001727903,0.0633161,0.9325929,0.001047416,0.0001250138,0.0001309666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967862,0.0001076037,0.0004480005,0.001042579,0.000756301,0.0003866312,0.0002028069,0.00003157433,0.0002382411],"genre_scores_gemma":[0.9960226,0.00001591018,0.003502636,0.00005109797,0.0001949921,0.00007350755,0.00004811851,0.00001922351,0.00007185792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06409034,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515359427856753,"score_gpt":0.341688623416985,"score_spread":0.2901526806313097,"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."}}