{"id":"W4405484479","doi":"10.2139/ssrn.5042030","title":"Modeling Aerosol Bolus Inhalations in the Human Lung with the Multiple Path Particle Deposition Model: Comparison with Experimental Data","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aerosol; Bolus (digestion); Particle deposition; Human lung; Deposition (geology); Particle (ecology); Lung; Medicine; Environmental science; Internal medicine; Physics; Meteorology; Biology","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":[0.000497681,0.0006079174,0.0006576994,0.0003056384,0.0001824619,0.0006320318,0.0006770364,0.001636187,0.001436152],"category_scores_gemma":[0.001611182,0.0003264137,0.0008303663,0.0003282295,0.0002415294,0.0004705373,0.0002517987,0.0005311802,0.0003457975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920857,"about_ca_system_score_gemma":0.0006639362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007437438,"about_ca_topic_score_gemma":0.002742466,"domain_scores_codex":[0.9998363,0.0000526946,0.00001559012,0.00003636858,0.00004575981,0.00001320385],"domain_scores_gemma":[0.9993078,0.0005186967,0.00004970045,0.00003674515,0.00007169053,0.00001539907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002277474,0.00009714092,0.002519275,0.0002734267,0.00004806825,0.0003083963,0.0000572388,0.9754402,0.01039875,0.0006144561,0.0004370048,0.009578248],"study_design_scores_gemma":[0.00003249334,0.000115577,0.001113154,0.00001068625,0.00001751381,0.000113483,0.000017572,0.9932228,0.004679902,0.0003206198,0.0003450213,0.00001109993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467442,0.004508525,0.2351991,0.0007888469,0.0001903731,0.0004649521,0.002126839,0.0007214045,0.009255715],"genre_scores_gemma":[0.9754262,0.001394122,0.02025507,0.00008706119,0.00003829803,0.0001525659,0.0004061543,0.00009052517,0.002150025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437438,"threshold_uncertainty_score":0.01478827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078341101388192,"score_gpt":0.3244734732747084,"score_spread":0.2836900622608264,"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."}}