{"id":"W1793833315","doi":"10.1089/jamp.2013.1075","title":"Pediatric <i>In Vitro</i> and <i>In Silico</i> Models of Deposition via Oral and Nasal Inhalation","year":2014,"lang":"en","type":"review","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Deposition (geology); Respiratory tract; Aerosol; Inhaler; Airway; Biomedical engineering; Medicine; Respiratory system; Asthma; Anesthesia; Biology; Physics; Meteorology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001306263,0.000449541,0.002623296,0.001239838,0.00005464692,0.00001325654,0.00009309251,0.0003878108,0.000007586478],"category_scores_gemma":[0.00006360303,0.0003264286,0.0002089654,0.000471847,0.0002116679,0.0003734195,0.00006909099,0.0008886719,9.800283e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008437563,"about_ca_system_score_gemma":0.0002433809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006694371,"about_ca_topic_score_gemma":0.00001050599,"domain_scores_codex":[0.9964649,0.0003659129,0.001996781,0.0003550054,0.0005309952,0.0002863942],"domain_scores_gemma":[0.9976286,0.0004130685,0.001237393,0.0001825222,0.0002438571,0.0002946155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001688971,0.0005250236,0.001726828,0.03848426,0.0001950586,0.001672768,0.0007681686,0.00005965503,0.002483553,0.000008766177,0.000705665,0.9516813],"study_design_scores_gemma":[0.09499834,0.01745458,0.005338428,0.4543002,0.05443416,0.1137876,0.005506767,0.08968128,0.00319734,0.001277799,0.1483556,0.0116679],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1456702,0.8531944,0.00005716146,0.0001627562,0.0002192211,0.0004804267,0.000008563782,0.000007017637,0.0002003298],"genre_scores_gemma":[0.122804,0.8760347,0.0001783031,0.0003037511,0.0005644655,0.00000616252,0.00003639672,0.0000399027,0.00003232363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9400134,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689311362316441,"score_gpt":0.2876198771151295,"score_spread":0.2607267634919651,"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."}}