{"id":"W3180425539","doi":"10.1016/j.jconrel.2021.06.045","title":"Trileucine as a dispersibility enhancer of spray-dried inhalable microparticles","year":2021,"lang":"en","type":"article","venue":"Journal of Controlled Release","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Engineering and Physical Sciences Research Council","keywords":"Dispersity; Particle (ecology); Spray drying; Chemical engineering; Desorption; Scanning electron microscope; Analytical Chemistry (journal); Chemistry; Particle size; Amorphous solid; Adsorption; Materials science; Chromatography; Polymer chemistry; Crystallography; Composite material; Organic chemistry; Physical chemistry","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":[],"category_scores_codex":[0.0006320766,0.0001280249,0.0009145881,0.0001441299,0.00004959754,0.00001476043,0.00006697122,0.00009332444,0.001443039],"category_scores_gemma":[0.001642569,0.0000890031,0.0005222338,0.0002536137,0.00008962544,0.0001124636,0.00002114855,0.0002930289,0.00003488344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007322832,"about_ca_system_score_gemma":0.0009263859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005318203,"about_ca_topic_score_gemma":0.000002790046,"domain_scores_codex":[0.9980302,0.0002088579,0.001018563,0.0001393005,0.0004262142,0.0001768738],"domain_scores_gemma":[0.9973094,0.000185489,0.0006223974,0.0002527125,0.001378446,0.0002514987],"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":[0.01697366,0.001054974,0.002266945,0.0001196267,0.0004924047,0.00106025,0.0002540552,0.0001297701,0.9733899,0.0001129158,0.002177964,0.001967533],"study_design_scores_gemma":[0.05732305,0.0008415784,0.001504725,0.0003398102,0.0008113516,0.0007378704,0.0005288895,0.0005693524,0.9301162,0.00007716908,0.00701272,0.0001372508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905099,0.003992792,0.0001199281,0.001934947,0.0002839313,0.0002382399,0.00000369791,0.000007890627,0.002908619],"genre_scores_gemma":[0.9954002,0.0002355135,0.000314352,0.0008388419,0.0003026582,0.000002419088,0.000001691946,0.00001306096,0.002891291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04327367,"threshold_uncertainty_score":0.9994698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009225412675714816,"score_gpt":0.2809435761580802,"score_spread":0.2717181634823654,"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."}}