{"id":"W1986689967","doi":"10.1517/17425247.2011.543896","title":"<i>In vitro</i>and<i>in vivo</i>testing methods for respiratory drug delivery","year":2010,"lang":"en","type":"review","venue":"Expert Opinion on Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"In vivo; Drug delivery; Pharmacology; Drug; Medicine; Drug development; Biology; Nanotechnology; Biotechnology; Materials 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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003074966,0.001286686,0.003422758,0.00196168,0.0002657073,0.00009525115,0.0004804996,0.001110025,0.0001175178],"category_scores_gemma":[0.0007215573,0.001127982,0.0009663843,0.0009669594,0.0002498436,0.0003629464,0.0002547479,0.002236363,0.00009920828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446216,"about_ca_system_score_gemma":0.001315436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190853,"about_ca_topic_score_gemma":0.00002484533,"domain_scores_codex":[0.9930816,0.001175815,0.002210011,0.001737069,0.000582919,0.001212623],"domain_scores_gemma":[0.993911,0.003287408,0.0007720321,0.00112036,0.000354247,0.0005549378],"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":[0.0004996029,0.0003868739,0.000007200755,0.004330856,0.00008314392,0.0001046282,0.0004507187,0.000003415161,0.002294653,0.00003313898,0.01592775,0.975878],"study_design_scores_gemma":[0.002451502,0.0001184295,0.000002203707,0.01237656,0.00007850259,0.00007716267,0.0001320657,0.0004082099,0.002749537,0.00001606265,0.980526,0.001063739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004778218,0.9900583,0.00005774272,0.0002788338,0.004054169,0.00340503,0.00009848719,0.0001852765,0.001384306],"genre_scores_gemma":[0.00001534076,0.9758057,0.01337309,0.006285209,0.00223379,0.001021527,0.0001321514,0.0003057628,0.0008274503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748143,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07870350930747003,"score_gpt":0.4030383653524161,"score_spread":0.3243348560449461,"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."}}