{"id":"W2097494964","doi":"10.1002/9781119086512.ch17","title":"Inflammatory Airway Disease","year":2015,"lang":"en","type":"other","venue":"","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Bronchoalveolar lavage; Airway; Disease; Inflammation; Immunology; Intensive care medicine; Lung; Pathology; Internal medicine; Anesthesia","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003268504,0.0003320132,0.0003339077,0.0003133196,0.00002261812,0.00002937279,0.0005743342,0.000284975,0.1558942],"category_scores_gemma":[0.0004693045,0.0002669006,0.000100833,0.0001373509,0.0001860407,0.0000453703,0.000571118,0.0004376081,0.02699343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024761,"about_ca_system_score_gemma":0.0005705946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001004148,"about_ca_topic_score_gemma":0.00002865951,"domain_scores_codex":[0.9975982,0.0001545635,0.000227702,0.0004761291,0.001037065,0.0005063349],"domain_scores_gemma":[0.997731,0.0000478758,0.00007304071,0.0009511135,0.0000560755,0.001140846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951823,0.000059212,0.00003577211,0.000260069,0.00004407649,0.004257919,0.00001251279,3.905363e-8,0.00003180025,0.0002011485,0.9925594,0.002342823],"study_design_scores_gemma":[0.0003368979,0.0004670131,0.00005464005,0.0001951637,0.0000161972,0.00004424545,0.00001177581,0.00003663045,4.514931e-7,0.0001111257,0.9984037,0.0003221599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001337688,0.0015534,0.00004382885,0.0003213019,0.0004850289,0.0004362686,0.0001285519,0.0008890076,0.9960088],"genre_scores_gemma":[0.0009074328,0.00008590473,0.0002301551,0.0001782781,0.001236916,0.00007837111,0.0001647303,0.0008597436,0.9962585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1289008,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09980418785231478,"score_gpt":0.3930449303124136,"score_spread":0.2932407424600988,"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."}}