{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000439644,0.0004391347,0.0007753197,0.0004215516,0.0003731156,0.0005176614,0.0003149753,0.0004466792,0.001124309],"category_scores_gemma":[0.0002711502,0.0002710282,0.000751523,0.0003035412,0.0005655702,0.0006588142,0.000552308,0.0008729849,0.0005999763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432064,"about_ca_system_score_gemma":0.0004021257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006089636,"about_ca_topic_score_gemma":0.0009977462,"domain_scores_codex":[0.9997041,0.00005536158,0.00002081753,0.00004731733,0.0001400798,0.00003230814],"domain_scores_gemma":[0.9999213,0.00003660632,0.00001712864,0.000007439288,0.0000113882,0.000006062754],"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":[0.00008100709,0.000176047,0.0002696996,0.002173433,0.00006713411,0.0003250355,0.0001982008,0.01238186,0.8586275,0.02594424,0.00140417,0.09835168],"study_design_scores_gemma":[0.0001001213,0.0007507049,0.0005752241,0.00019644,0.0001039173,0.0009283101,0.00008723291,0.02908828,0.8472219,0.007395021,0.1134957,0.00005718692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1731515,0.2015572,0.5907359,0.002067097,0.0007583086,0.0007152908,0.0002429496,0.0009809732,0.02979087],"genre_scores_gemma":[0.618211,0.1549719,0.2169884,0.000479333,0.0002395896,0.0004780998,0.0002676118,0.0002138158,0.008150207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001124309,"threshold_uncertainty_score":0.004666805,"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."}}