{"id":"W2156943422","doi":"10.4187/respcare.05501161","title":"The Expanding Role of Aerosols in Systemic Drug Delivery, Gene Therapy, and Vaccination","year":2005,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aerosolization; Metered-dose inhaler; Inhaler; Intensive care medicine; Drug delivery; Vaccination; Inhalation; Asthma; Immunology; Nanotechnology; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003494284,0.0001176063,0.0001990138,0.0001325121,0.0001281038,0.00001954542,0.00007304903,0.00008211788,0.0000203336],"category_scores_gemma":[0.00003117524,0.00008278134,0.00005864071,0.0001518271,0.00003638788,0.000100047,0.00002907032,0.0001384703,0.000009616468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178836,"about_ca_system_score_gemma":0.0001293391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001096098,"about_ca_topic_score_gemma":0.0000575318,"domain_scores_codex":[0.9989442,0.000122223,0.0003452252,0.0001795648,0.0002299733,0.0001787747],"domain_scores_gemma":[0.9993036,0.00008173921,0.0001192201,0.0002266605,0.000202569,0.00006614915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003213659,0.00006606142,0.08777637,0.000202201,0.00004669301,0.00001633595,0.007297494,0.0001541213,0.6548603,0.0002436895,0.0002530853,0.2487622],"study_design_scores_gemma":[0.005221721,0.0002457509,0.06297062,0.0004019767,0.00004211585,0.00003981706,0.01801324,0.0002408321,0.8818226,0.00001437161,0.03066292,0.0003239684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519557,0.0464313,0.000002900831,0.00007475999,0.00006213388,0.0004120563,0.00000421555,0.00002594921,0.001031001],"genre_scores_gemma":[0.9986585,0.0006257652,0.00002876802,0.0004151985,0.0001683797,0.00002458578,0.000003555778,0.000017461,0.00005775571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484383,"threshold_uncertainty_score":0.3375725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473393034710445,"score_gpt":0.2641927915673458,"score_spread":0.2494588612202414,"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."}}