{"id":"W4220907698","doi":"10.1089/jamp.2021.29057.lg","title":"Use of Airway Replicas in Lung Delivery Applications","year":2022,"lang":"en","type":"review","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Drug delivery; In vivo; Airway; Medicine; Nebulizer; Lung; Biomedical engineering; Anesthesia; Nanotechnology; Materials science; Internal medicine; 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":[0.0006133067,0.0007620673,0.0009657457,0.001735346,0.0003005622,0.000990776,0.0007016988,0.001214265,0.002363486],"category_scores_gemma":[0.0005047231,0.0003382487,0.0007360096,0.0008752029,0.0004895166,0.001077628,0.0007268833,0.001548616,0.001677727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022204,"about_ca_system_score_gemma":0.0004168777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004258564,"about_ca_topic_score_gemma":0.0005022096,"domain_scores_codex":[0.9996741,0.00005987353,0.00003038273,0.00006601722,0.0001393319,0.00003029998],"domain_scores_gemma":[0.9997808,0.0001091912,0.00004073251,0.00001353231,0.00004326188,0.00001237518],"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":[0.0001105036,0.0001635004,0.0002629848,0.02315978,0.00009080836,0.0008068683,0.0001744512,0.001358198,0.0738437,0.008936752,0.008461051,0.8826314],"study_design_scores_gemma":[0.00002170703,0.0004719834,0.0007934369,0.002354807,0.0001485884,0.004550812,0.0000950372,0.0005113852,0.0347484,0.001586495,0.9546762,0.00004115089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001265564,0.9933591,0.001826705,0.0001113903,0.0002627654,0.00002959907,0.00003091224,0.00003177989,0.003082199],"genre_scores_gemma":[0.01252663,0.98236,0.00242465,0.000192534,0.0001544155,0.00005063917,0.00007587686,0.000008165478,0.002207113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002363486,"threshold_uncertainty_score":0.007906616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07367339267700243,"score_gpt":0.3316472600425122,"score_spread":0.2579738673655098,"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."}}