{"id":"W2126077865","doi":"10.1186/2045-9912-4-1","title":"Variability in uptake efficiency for pulsed versus constant concentration delivery of inhaled nitric oxide","year":2014,"lang":"en","type":"article","venue":"Medical Gas Research","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nitric oxide; Inhalation; Tidal volume; Pulse (music); Ventilation (architecture); Chemistry; Volume (thermodynamics); Anesthesia; Breathing; Respiratory system; Analytical Chemistry (journal); Biomedical engineering; Internal medicine; Medicine; Environmental chemistry; Meteorology","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":[0.001885082,0.0002016149,0.0002965638,0.0002383446,0.0001039917,0.0005156061,0.0004261411,0.0004862311,0.000425005],"category_scores_gemma":[0.004245125,0.00013463,0.0003523956,0.0001954124,0.0002303819,0.0004190758,0.0002471989,0.0003766321,0.0001929407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007197747,"about_ca_system_score_gemma":0.0003017678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210878,"about_ca_topic_score_gemma":0.0004682404,"domain_scores_codex":[0.9994246,0.0001322865,0.00004259288,0.0001578541,0.0001988945,0.00004379047],"domain_scores_gemma":[0.9971685,0.002032383,0.0002785735,0.0001779544,0.0002855945,0.00005705694],"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":[0.00479619,0.0003355004,0.1062658,0.0003538234,0.0002269349,0.0002773222,0.0003197913,0.09042584,0.7459559,0.0009889356,0.0005196282,0.04953435],"study_design_scores_gemma":[0.00008066341,0.004332281,0.1340255,0.00003057599,0.0001916219,0.0006655525,0.0001598248,0.4936427,0.3646987,0.0008496613,0.00123985,0.00008306377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830682,0.0003173494,0.01591901,0.00004192211,0.000008961829,0.00002870319,0.0001298992,0.0000626976,0.0004233333],"genre_scores_gemma":[0.9981408,0.00006741485,0.001529558,0.00001464552,0.000002191674,0.00001814583,0.0001073749,0.0000104223,0.000109416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001885082,"threshold_uncertainty_score":0.009969413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853458264574702,"score_gpt":0.3830896434400128,"score_spread":0.3145550607942658,"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."}}