{"id":"W1684480314","doi":"","title":"The use of lung biopsy to determine early lung pathology and its association with health and production outcomes in feedlot steers.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Saskatchewan Health","funders":"","keywords":"Feedlot; Medicine; Bovine respiratory disease; Lung; Biopsy; Lung biopsy; Pathology; Radiology; Internal medicine; Biology; Animal science; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001707376,0.000307359,0.0002622803,0.0009822494,0.0002843487,0.0006783644,0.0002433229,0.0004638826,0.0003309377],"category_scores_gemma":[0.002315762,0.0001782526,0.0001488067,0.0003583097,0.0004855507,0.0002812647,0.0002425631,0.0003564128,0.00009458989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396149,"about_ca_system_score_gemma":0.0004902556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987982,"about_ca_topic_score_gemma":0.0521299,"domain_scores_codex":[0.9991259,0.0003095326,0.00005538785,0.0001298419,0.0002686003,0.0001108258],"domain_scores_gemma":[0.9976666,0.0009160259,0.0007014932,0.0000886257,0.0003938824,0.0002334758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002263129,0.00005082598,0.9801469,0.00002749549,0.00002514873,0.0002209627,0.0001016568,0.00005805571,0.01472444,0.000007627455,0.00002455862,0.004386026],"study_design_scores_gemma":[0.000003576199,0.0003462679,0.9973106,0.000008904602,0.00001603935,0.000463784,0.0002392439,0.0001978043,0.001316717,0.000007367285,0.00008677568,0.000002893306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979612,0.0007517998,0.0007789804,0.0000244341,0.000006893092,0.00002236367,0.00006639933,0.000008129882,0.00037981],"genre_scores_gemma":[0.9984165,0.0002593556,0.001032597,0.00003306149,0.00000534777,0.00000768984,0.0001035089,0.000001718262,0.0001402324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987982,"threshold_uncertainty_score":0.03952819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968009392918903,"score_gpt":0.2306597224520116,"score_spread":0.1809796285228226,"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."}}