{"id":"W2073178845","doi":"10.3390/pharmaceutics6020268","title":"Preliminary Studies on Validation of Calu-3 Cell Line as a Model for Screening Respiratory Mucosa Irritation and Toxicity","year":2014,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Irritation; Toxicity; Medicine; Eye irritation; Pharmacology; Dermatology; Screening test; Internal medicine; Immunology; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005132726,0.0001167162,0.0001543722,0.00006043657,0.0001055823,0.00001005422,0.00006336444,0.00003455928,0.000001667455],"category_scores_gemma":[0.0004640479,0.0001117274,0.00003522799,0.00004573279,0.00006094906,0.00008956438,0.00004311556,0.0000988527,0.000002638472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668128,"about_ca_system_score_gemma":0.00001258019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000251596,"about_ca_topic_score_gemma":2.701131e-7,"domain_scores_codex":[0.9992144,0.00009599023,0.0002377529,0.0001958323,0.0001333117,0.0001227309],"domain_scores_gemma":[0.99893,0.0006044401,0.0001804267,0.0000911242,0.0001466606,0.0000474003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003928418,0.0004480838,0.00162975,0.001197767,0.000131932,0.00000668206,0.009589363,0.03957771,0.9223177,0.001509522,0.000249731,0.01941335],"study_design_scores_gemma":[0.0006878314,0.002082443,0.0001122964,0.00008354574,0.00005829038,0.000002100459,0.0002763216,0.6288795,0.3665932,0.0009654313,0.0001539576,0.0001050102],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710703,0.0003423825,0.02765582,0.00007169069,0.00006006521,0.0002319268,0.00002598617,0.00005221086,0.0004895643],"genre_scores_gemma":[0.9872373,0.00002493467,0.01213618,0.0003250759,0.000108905,0.00002273322,0.000007335174,0.00001892457,0.0001186448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5893018,"threshold_uncertainty_score":0.4556111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5181070311088788,"score_gpt":0.514218260695105,"score_spread":0.003888770413773779,"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."}}