{"id":"W3112993248","doi":"10.1089/jamp.2021.29033.am","title":"Regional Deposition: Targeting","year":2020,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Aerosol; Deposition (geology); Inhalation; Aerodynamic diameter; Respiratory tract; Exhalation; Environmental science; Nanotechnology; Medicine; Meteorology; Respiratory system; Materials science; Biology; Physics; Internal medicine; Anesthesia","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":[0.0003396274,0.0001826168,0.0004983449,0.0001424958,0.0001321327,0.00001209891,0.00008892424,0.00008560272,0.0004605069],"category_scores_gemma":[0.000104062,0.0001289349,0.0001530227,0.0002245719,0.0001819041,0.0002561113,0.00003635331,0.0004719148,0.00004290913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003224815,"about_ca_system_score_gemma":0.0001505169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000769162,"about_ca_topic_score_gemma":2.303599e-7,"domain_scores_codex":[0.998266,0.00008422756,0.0007292298,0.0001831805,0.0005329971,0.0002043146],"domain_scores_gemma":[0.9984155,0.0001281475,0.0003763915,0.0000900937,0.0004324585,0.0005574526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003966199,0.0003576453,0.007876509,0.0008023934,0.0004088961,0.006687215,0.004631984,0.0001095276,0.3032177,0.00005110132,0.6511331,0.02075771],"study_design_scores_gemma":[0.05177049,0.02106735,0.01313633,0.01537805,0.005911984,0.07183748,0.06340909,0.03050729,0.1117566,0.0002111744,0.6107869,0.004227258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221425,0.01579094,0.0002604316,0.0560764,0.0004462475,0.0001735209,0.000002436948,0.00002681911,0.005080701],"genre_scores_gemma":[0.9697756,0.002335906,0.0007439251,0.02318335,0.003556389,0.000001159487,0.000012836,0.00002245158,0.000368421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914611,"threshold_uncertainty_score":0.5257811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123500966549436,"score_gpt":0.2615311969020683,"score_spread":0.230296187236574,"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."}}