{"id":"W2169862673","doi":"10.1016/s0140-6736(10)60926-9","title":"Aerosol drug delivery: developments in device design and clinical use","year":2010,"lang":"en","type":"review","venue":"The Lancet","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":500,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Aerosol; Medicine; Drug delivery; Inhaler; Software portability; Drug; Metered-dose inhaler; Intensive care medicine; Nanotechnology; Pharmacology; Computer science; Asthma; Materials science; Chemistry","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":[0.001402493,0.0002575975,0.001612214,0.00009325908,0.00007089488,0.00004510892,0.0002226205,0.0003402834,0.00002466309],"category_scores_gemma":[0.0003264859,0.0001446589,0.0001422316,0.0001796164,0.0001176025,0.00004947173,0.0001028542,0.001204055,0.0001843154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004896112,"about_ca_system_score_gemma":0.0004783137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001058854,"about_ca_topic_score_gemma":0.00003550886,"domain_scores_codex":[0.9979666,0.0006385057,0.0006384021,0.0003143955,0.000158667,0.0002834447],"domain_scores_gemma":[0.998172,0.0009706565,0.0002196272,0.0004754215,0.00005091798,0.0001113628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006266355,0.00005584899,0.000568845,0.001859353,0.00007708394,0.00007232321,0.00007935295,1.798304e-7,0.000001527229,0.00001701613,0.004285145,0.9929206],"study_design_scores_gemma":[0.0009306853,0.00001683847,0.0002327044,0.004641762,0.0003009383,0.00005825948,0.000005398771,0.00001459759,0.000005604235,0.000002588942,0.9936144,0.0001761862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003567776,0.9938991,0.00002226147,0.000192874,0.0003846287,0.001346707,0.00001090289,0.00004916204,0.000526567],"genre_scores_gemma":[0.00006131535,0.9938807,0.002361557,0.002209859,0.0006602932,0.00003606022,0.00002306809,0.00003721767,0.0007299552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9927444,"threshold_uncertainty_score":0.589902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991401027194593,"score_gpt":0.4031295115532983,"score_spread":0.2039894088338391,"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."}}