{"id":"W2953669149","doi":"10.3390/app9132712","title":"Controlled Release Using Gas Detonation in Needle-Free Liquid Jet Injections for Drug Delivery","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Injector; Drug delivery; Jet (fluid); Detonation; Materials science; Biomedical engineering; Nanotechnology; Mechanical engineering; Chemistry; Aerospace engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003809015,0.00009361016,0.0001485466,0.000290523,0.0001258718,0.00006419707,0.0001847888,0.00003657592,0.00006605749],"category_scores_gemma":[0.0000751495,0.00008686893,0.00003639141,0.0005940114,0.00004728231,0.0002356683,0.00002422768,0.00006455958,0.00002373478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006562514,"about_ca_system_score_gemma":0.00007870782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003474008,"about_ca_topic_score_gemma":0.0001654283,"domain_scores_codex":[0.9992267,0.000008516432,0.0002126011,0.000174827,0.0001883224,0.0001889832],"domain_scores_gemma":[0.999534,0.0002140998,0.00004130611,0.0001095112,0.00006053685,0.00004051131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004467533,0.00009856019,0.001414495,0.0001503165,0.00002662065,6.725158e-7,0.001461835,0.8780079,0.08022402,0.03248198,0.001260901,0.004425894],"study_design_scores_gemma":[0.005188391,0.00007483181,0.0003672487,0.00003837712,0.00001959275,0.000003449587,0.001804424,0.9533143,0.02956493,0.00722852,0.002030859,0.0003650978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849089,0.0001289108,0.004722199,0.0001313404,0.0002989772,0.0005223795,0.000004407951,0.0001461619,0.009136736],"genre_scores_gemma":[0.99793,0.00001801533,0.001754872,0.0001128865,0.0000340273,0.00008057281,0.000003424842,0.000008840687,0.00005729057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07530633,"threshold_uncertainty_score":0.3542412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014810916690438,"score_gpt":0.2354839016530829,"score_spread":0.2206729849626449,"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."}}