{"id":"W4392788727","doi":"10.22541/au.170666740.03896548/v1","title":"Automated dander dispersal in a cat Naturalistic Exposure Chamber","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Robarts Clinical Trials","funders":"","keywords":"Dander; Allergen; Acute exposure; Medicine; Veterinary medicine; Immunology; Allergy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202101,0.0004159223,0.0004711193,0.0002456933,0.0003224048,0.0004412918,0.0009376191,0.0003933903,0.001111508],"category_scores_gemma":[0.0008484562,0.0003487891,0.0003292412,0.000126365,0.0004641672,0.0003792428,0.0008099793,0.0003106496,0.00032833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233321,"about_ca_system_score_gemma":0.0006208952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771057,"about_ca_topic_score_gemma":0.002646976,"domain_scores_codex":[0.9991436,0.0001479783,0.00004664954,0.0003272131,0.0002641914,0.00007027224],"domain_scores_gemma":[0.9992823,0.0002006479,0.0001211225,0.0001547913,0.0001442519,0.0000969321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001880827,0.0001932728,0.005065375,0.0001186872,0.00002453956,0.00009082266,0.0001779314,0.0009190929,0.9844559,0.00007979591,0.0002259482,0.008460474],"study_design_scores_gemma":[0.0001764797,0.007283794,0.09552851,0.00005159607,0.0001858687,0.001494227,0.0002829234,0.03895352,0.8454178,0.0001719138,0.01029855,0.0001549114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488548,0.0002881716,0.04897171,0.00008519839,0.00003951109,0.0004557915,0.0002522708,0.0004098819,0.0006427314],"genre_scores_gemma":[0.9132418,0.0002518799,0.08310277,0.0001379921,0.00002640485,0.0006286796,0.0004973927,0.00005681765,0.002056211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001771057,"threshold_uncertainty_score":0.003718376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894558933204502,"score_gpt":0.2920973920524025,"score_spread":0.2731518027203574,"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."}}