{"id":"W1968402896","doi":"10.1208/s12249-010-9473-1","title":"Relative Precision of Inhaler Aerodynamic Particle Size Distribution (APSD) Metrics by Full Resolution and Abbreviated Andersen Cascade Impactors (ACIs): Part 2—Investigation of Bias in Extra-Fine Mass Fraction with AIM-HRT Impactor","year":2010,"lang":"en","type":"article","venue":"AAPS PharmSciTech","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Cascade impactor; Particle (ecology); Coating; Particle size; Materials science; Particle-size distribution; Calibration; Chemistry; Analytical Chemistry (journal); Composite material; Chromatography; Mathematics; Geology; Statistics","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":[0.0009740678,0.0002371371,0.0004398383,0.0002103516,0.00007275069,0.00001747336,0.00006167291,0.0002938032,0.0001052688],"category_scores_gemma":[0.0009861198,0.00018322,0.00007377232,0.001305935,0.0002437817,0.0005858339,0.00002252441,0.0005389192,0.000003938029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820081,"about_ca_system_score_gemma":0.0001213248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098733,"about_ca_topic_score_gemma":0.0001022391,"domain_scores_codex":[0.9979656,0.0001952851,0.0006967125,0.0003513785,0.0005142812,0.0002767331],"domain_scores_gemma":[0.9982065,0.0004242298,0.0005362408,0.00027125,0.0003567124,0.0002050461],"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":[0.0009642728,0.0001603938,0.1111213,0.00009588298,0.00005732021,0.000007754925,0.0002968217,0.00003474275,0.8849001,0.00004474353,0.0004494525,0.001867264],"study_design_scores_gemma":[0.006639564,0.001295263,0.2789361,0.0004540787,0.0003014113,0.00007615364,0.0004186549,0.01483531,0.6959075,0.0001807384,0.0005483494,0.0004068918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960071,0.0002758029,0.002338786,0.000293009,0.0001355445,0.0007079892,0.0001491729,0.00004770707,0.00004493083],"genre_scores_gemma":[0.9990227,0.0001307988,0.0003611667,0.00003975433,0.00004492254,0.00001557297,0.0002931656,0.00002547594,0.00006639277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889926,"threshold_uncertainty_score":0.7471496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551183319408672,"score_gpt":0.2816151227938798,"score_spread":0.2561032895997931,"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."}}