{"id":"W2047650543","doi":"10.1089/jam.2000.13.381","title":"Validating Deposition Models in Disease: What Is Needed?","year":2000,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Deposition (geology); Aerosol; Biological system; Experimental data; Environmental science; Particle deposition; Particle (ecology); Computer science; Materials science; Meteorology; Mathematics; Statistics; Physics; Geology","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":[0.1203832,0.0024948,0.006047924,0.00190605,0.001905939,0.0094548,0.009429954,0.01241975,0.005885592],"category_scores_gemma":[0.2307322,0.001132762,0.00277012,0.001735681,0.004237525,0.01693205,0.005539088,0.006086369,0.003256996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237479,"about_ca_system_score_gemma":0.01026281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062896,"about_ca_topic_score_gemma":0.007466645,"domain_scores_codex":[0.9547569,0.03297906,0.003353772,0.001620439,0.006077659,0.001212134],"domain_scores_gemma":[0.7610945,0.1525114,0.01046025,0.0251578,0.04601526,0.004760811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001503918,0.001557408,0.04265397,0.01743003,0.001778678,0.001563461,0.001986042,0.09622632,0.00569995,0.07993753,0.0976746,0.6519881],"study_design_scores_gemma":[0.0007085692,0.002801438,0.01553232,0.04400605,0.001095,0.00239589,0.007765556,0.2602319,0.006077994,0.3978277,0.2605062,0.001051495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03443882,0.1788615,0.4096186,0.34551,0.01410397,0.001559615,0.002165254,0.002853371,0.01088881],"genre_scores_gemma":[0.2404411,0.1669713,0.5202151,0.05279191,0.008964309,0.003086842,0.004407759,0.0008228395,0.002298862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1203832,"threshold_uncertainty_score":0.6366547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265665724101137,"score_gpt":0.2916527793812427,"score_spread":0.265086206971129,"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."}}