{"id":"W1983918307","doi":"10.1021/op900013a","title":"Particle Engineering Strategies via Crystallization for Pulmonary Drug Delivery","year":2009,"lang":"en","type":"article","venue":"Organic Process Research & Development","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Crystallization; Particle (ecology); Nanotechnology; Materials science; Particle size; Drug delivery; Excipient; Nanoparticle; Chemical engineering; Chemistry; Engineering; Chromatography","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":[0.0007192757,0.000142912,0.0001724698,0.0001855998,0.0002724756,0.0000775311,0.0001312784,0.00007484458,0.0003010336],"category_scores_gemma":[0.0001199104,0.0001273614,0.00003423117,0.0005578445,0.00003422519,0.0002260424,0.00003263962,0.0002215212,0.00007367814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041337,"about_ca_system_score_gemma":0.001238063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000174978,"about_ca_topic_score_gemma":0.000003748177,"domain_scores_codex":[0.998167,0.00003094393,0.0003130916,0.0002995523,0.0006487373,0.0005406836],"domain_scores_gemma":[0.998786,0.00005795982,0.00003953801,0.0001600076,0.0007463518,0.0002101389],"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":[0.0003721796,0.0005906472,0.0006209071,0.0007605696,0.00007613001,0.00008562077,0.003140733,0.0003467325,0.9247928,0.000416772,0.0008633203,0.06793363],"study_design_scores_gemma":[0.001233196,0.0002143531,0.008126499,0.0002762543,0.00002058738,0.00004778439,0.001956226,0.01138497,0.9640799,0.000428803,0.01185649,0.0003749538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792065,0.0007103042,0.01593252,0.001326549,0.00007070353,0.001091032,0.000001510223,0.0002031697,0.001457689],"genre_scores_gemma":[0.9972529,0.00006758386,0.001332979,0.0002081673,0.0001124217,0.00008168715,0.00003555142,0.0000257415,0.000882953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06755868,"threshold_uncertainty_score":0.5193648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907898303521536,"score_gpt":0.32281818013484,"score_spread":0.2937391970996246,"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."}}