{"id":"W2736304490","doi":"10.1089/jamp.2017.1377","title":"Model Calculations of Regional Deposition and Disposition for Single Doses of Inhaled Liposomal and Dry Powder Ciprofloxacin","year":2017,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacokinetics; Inhalation; Ciprofloxacin; Absorption (acoustics); Mucociliary clearance; Chemistry; Aerosolization; Pharmacology; Deposition (geology); Drug; Bioavailability; Drug delivery; Medicine; Anesthesia; Lung; Antibiotics; Internal medicine; Materials science; 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":[0.0003384497,0.0005309926,0.000430347,0.0002861147,0.0002079218,0.0005388583,0.0008353545,0.0006358981,0.002233832],"category_scores_gemma":[0.0008250579,0.0002963487,0.0006863843,0.0002033137,0.0001805332,0.0003921685,0.000277276,0.0004606428,0.0005461976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141286,"about_ca_system_score_gemma":0.001332262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105371,"about_ca_topic_score_gemma":0.005181202,"domain_scores_codex":[0.9998794,0.00002481542,0.000007564067,0.00003213851,0.00003940663,0.00001676604],"domain_scores_gemma":[0.9997123,0.000140102,0.00004879806,0.0000146671,0.00006897662,0.00001518202],"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":[0.0001033442,0.00002772661,0.001615971,0.00006281795,0.00002785877,0.00007774474,0.00002656001,0.9871557,0.006142068,0.0004693127,0.0002145607,0.004076382],"study_design_scores_gemma":[0.00002229605,0.00007506949,0.0006476022,0.000005099635,0.00001988269,0.00004101834,0.000007121205,0.9960736,0.00233181,0.0002651493,0.0005055767,0.000005673071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.55729,0.0008556235,0.4285229,0.0002460382,0.00003690705,0.0003853323,0.001618877,0.0007469363,0.01029733],"genre_scores_gemma":[0.96323,0.0004845886,0.02964869,0.00005585405,0.000009017826,0.0004732927,0.0007415312,0.00009679603,0.005260265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105371,"threshold_uncertainty_score":0.02197874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799420788414081,"score_gpt":0.2987204352339535,"score_spread":0.2507262273498126,"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."}}