{"id":"W6977104283","doi":"10.6084/m9.figshare.29849079","title":"Additional file 1 of Clinical validation of controlled exposure to cat dander in the Specialized Particulate Control Environmental Exposure Unit (SPaC-EEU)","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Dander; Particulates; Unit (ring theory); Inhalation exposure; Exposure assessment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001726393,0.0001301393,0.0005387613,0.0001013367,0.00003464352,0.00001129647,0.000121883,0.0001208477,0.8840759],"category_scores_gemma":[0.003796426,0.00009246826,0.0002251429,0.0002061901,0.00002345598,0.00006598581,0.000030631,0.0001359902,0.0002665207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038706,"about_ca_system_score_gemma":0.0002046687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003048676,"about_ca_topic_score_gemma":0.00001079526,"domain_scores_codex":[0.9982947,0.0002192683,0.0007647271,0.0001975313,0.0003809253,0.0001428713],"domain_scores_gemma":[0.9964887,0.002842144,0.0002525215,0.0002515802,0.0001034417,0.00006160801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001330697,0.0003721765,0.003662018,0.00004847171,0.0001092351,0.00001105036,0.0001043407,0.00008886153,0.0001637765,0.00001993077,0.9932979,0.0007915545],"study_design_scores_gemma":[0.01397807,0.000671425,0.6430683,0.001822596,0.00009155778,0.000005407931,0.0003285916,0.0001589703,0.0006894257,0.00004691712,0.3390073,0.0001314457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02872963,0.00003911139,0.000003326116,0.0004492567,0.00003789263,0.001003115,0.9672393,0.000009518627,0.002488809],"genre_scores_gemma":[0.588802,6.126928e-7,0.00009795037,0.0006339058,0.0001331682,0.000526161,0.4091822,0.000005949091,0.0006180842],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8838093,"threshold_uncertainty_score":0.4544951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758086239471548,"score_gpt":0.3251338294030192,"score_spread":0.2875529670083037,"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."}}