{"id":"W2064323811","doi":"10.1080/02786826.2012.667170","title":"An Idealized Child Throat that Mimics Average Pediatric Oropharyngeal Deposition","year":2012,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Throat; Deposition (geology); Environmental science; Medicine; Geology; Surgery; Geomorphology","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":[0.0003203551,0.0001047898,0.0001589048,0.0003440201,0.0004136163,0.00002679727,0.0001326777,0.0001624797,0.0000357633],"category_scores_gemma":[0.00004738945,0.00008195968,0.00002020153,0.0008707537,0.0005358443,0.0004884623,0.0000610822,0.0001958837,0.00003889354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004659093,"about_ca_system_score_gemma":0.00008898679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008742155,"about_ca_topic_score_gemma":0.000003263457,"domain_scores_codex":[0.9989414,0.00001560992,0.0001300743,0.0002479645,0.0002874372,0.0003775245],"domain_scores_gemma":[0.9993701,0.000009856476,0.0000611264,0.000256574,0.0001269452,0.0001753868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009985267,0.0006808177,0.5550489,0.0000892039,0.00002038216,0.00006890713,0.0008697407,0.000004043352,0.4020214,0.008303571,0.0005879846,0.03220521],"study_design_scores_gemma":[0.004746186,0.001468388,0.06846825,0.00006784811,0.0002619684,0.002364103,0.001132584,0.001833716,0.9166422,0.0002102218,0.001939024,0.0008654393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955021,0.0006725882,0.000214246,0.001200327,0.0002277125,0.0001996915,0.000001739651,0.0001801464,0.001801427],"genre_scores_gemma":[0.9978449,0.0002801173,0.0004711238,0.001177378,0.0001741727,0.000009291667,0.000004798139,0.000008406118,0.00002980388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146209,"threshold_uncertainty_score":0.3342218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341256357270654,"score_gpt":0.271573689348826,"score_spread":0.2581611257761194,"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."}}