{"id":"W2113023813","doi":"10.4155/tde.13.66","title":"Improved Laboratory Test Methods for Orally Inhaled Products","year":2013,"lang":"en","type":"review","venue":"Therapeutic Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Test (biology); Pharmacology; Medicine; 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":[],"category_scores_codex":[0.001104222,0.0008241653,0.002576733,0.0004564816,0.0001714574,0.0000817451,0.0003493715,0.0007626922,0.0004209379],"category_scores_gemma":[0.0004062632,0.0005913373,0.0007352055,0.0006909547,0.0001760649,0.0001658253,0.0000870804,0.0006966802,0.0004235913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698344,"about_ca_system_score_gemma":0.002067403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004717836,"about_ca_topic_score_gemma":4.047222e-7,"domain_scores_codex":[0.9966714,0.0004647514,0.001123548,0.0008696301,0.0002563523,0.0006142759],"domain_scores_gemma":[0.9957932,0.000992166,0.000636325,0.001079315,0.001245202,0.0002538229],"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":[0.00003932548,0.0002302439,8.124632e-7,0.01466288,0.0006175691,0.00001646158,0.00004493756,7.425055e-8,0.001155529,0.0000255211,0.002478719,0.9807279],"study_design_scores_gemma":[0.001030688,0.0004300134,0.000001044255,0.003179928,0.003091914,0.0001106997,0.00002805155,0.0001395389,0.0004487853,0.00001165474,0.9908919,0.0006357527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001569389,0.9909343,0.001031435,0.0001109865,0.0009382751,0.006001978,0.0000964857,0.0002788418,0.0005919629],"genre_scores_gemma":[0.00000428813,0.9642939,0.0224547,0.001812162,0.001052008,0.001030335,0.0002425233,0.0002409936,0.00886912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884132,"threshold_uncertainty_score":0.9996538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09059204878279599,"score_gpt":0.4095415991597295,"score_spread":0.3189495503769336,"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."}}