{"id":"W2158210950","doi":"10.4187/respcare.05501228","title":"Issues in Drug Delivery: Concepts and Practice","year":2005,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Fluent; Computational fluid dynamics; Medicine; Software; Computer science; Computer Aided Design; Medical simulation; Simulation; Engineering; Aerospace engineering; Programming language","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":[0.01342207,0.001382079,0.001927412,0.003346388,0.001856779,0.01032822,0.003778354,0.009108638,0.007510841],"category_scores_gemma":[0.01336379,0.000858613,0.00127541,0.002362025,0.01794736,0.008795701,0.005176078,0.008027441,0.00522285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005361725,"about_ca_system_score_gemma":0.005034659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486983,"about_ca_topic_score_gemma":0.0007631886,"domain_scores_codex":[0.9915891,0.003662108,0.0008183044,0.0009328042,0.002692911,0.0003048044],"domain_scores_gemma":[0.9935251,0.003682945,0.0003906192,0.0008860531,0.001119993,0.0003952681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003633966,0.0001204211,0.0002446606,0.001551113,0.00003692255,0.0002219958,0.0006939379,0.001634256,0.000545144,0.835776,0.02372642,0.1354129],"study_design_scores_gemma":[0.00003538625,0.000140988,0.0001928906,0.002083901,0.00002121435,0.0007660652,0.0004246548,0.00277352,0.0005359858,0.5787066,0.414275,0.00004385754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002255769,0.4932799,0.2243391,0.1395821,0.006962683,0.000435613,0.0001602008,0.0003863755,0.1325983],"genre_scores_gemma":[0.1308554,0.5010315,0.2621963,0.03867729,0.02024078,0.002156619,0.0002121947,0.0003253743,0.04430458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01342207,"threshold_uncertainty_score":0.07098353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900842846858001,"score_gpt":0.3427473841286679,"score_spread":0.3237389556600879,"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."}}