{"id":"W3104090063","doi":"10.1089/jamp.2019.1570","title":"<i>In Vitro</i> Measurements of Spiriva Respimat Dose Delivery in Mechanically Ventilated Tracheostomy Patients","year":2020,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Mechanical ventilation; Medicine; Mechanical ventilator; Adapter (computing); Mist; Anesthesia; Biomedical engineering; Computer science","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":[0.001041772,0.0003025491,0.001079118,0.0005370473,0.0000439495,0.000008172447,0.0002024974,0.0001791052,0.0001136475],"category_scores_gemma":[0.0002940382,0.0002375782,0.0002047792,0.0006145104,0.0001565932,0.000428023,0.00007803165,0.0007225224,0.000008167386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117291,"about_ca_system_score_gemma":0.0002332809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005098222,"about_ca_topic_score_gemma":0.000005895669,"domain_scores_codex":[0.9962811,0.0002425529,0.001802832,0.0003135999,0.00100978,0.0003500689],"domain_scores_gemma":[0.997799,0.0001531771,0.0007595653,0.0001903605,0.0006455861,0.000452257],"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":[0.01705449,0.001745276,0.04921744,0.0008214417,0.0002110051,0.002968271,0.002663929,0.00006510516,0.9046726,0.000002990367,0.006265347,0.0143121],"study_design_scores_gemma":[0.09068945,0.01304249,0.1066138,0.01294155,0.002556528,0.001451463,0.00647232,0.005194082,0.7516868,0.0001217846,0.006855325,0.002374395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906486,0.003242688,0.000007334978,0.004703154,0.0003593614,0.0004136489,0.000008340816,0.00001119983,0.0006056693],"genre_scores_gemma":[0.993069,0.0007714875,0.0002678056,0.005454841,0.0003449444,0.000002977402,0.00001541658,0.00003243793,0.00004107851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529858,"threshold_uncertainty_score":0.9688157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641256080458237,"score_gpt":0.2670377361377252,"score_spread":0.2306251753331429,"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."}}