{"id":"W1995493775","doi":"10.1111/j.1939-1676.2009.0432.x","title":"Effect of Tissue Processing on Assessment of Endoscopic Intestinal Biopsies in Dogs and Cats","year":2009,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Canadian Veterinary Medical Association; Institute of Infection and Immunity","funders":"","keywords":"Medicine; Hypoalbuminemia; Histopathology; Grading (engineering); CATS; Retrospective cohort study; Pathology; Biopsy; Odds ratio; Logistic regression; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726775,0.0001969879,0.001030201,0.0007746046,0.00001839902,0.00000447837,0.0001938579,0.00008155663,0.00007354556],"category_scores_gemma":[0.000632173,0.0001283014,0.00006218578,0.0002288597,0.0003504055,0.0001200203,0.00005835974,0.0006603105,5.320503e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435516,"about_ca_system_score_gemma":0.0001386032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004297074,"about_ca_topic_score_gemma":0.000001011999,"domain_scores_codex":[0.9977727,0.0003111184,0.0009523,0.0001642664,0.0005774002,0.0002222444],"domain_scores_gemma":[0.9983678,0.0004851689,0.0005956403,0.0001531052,0.000231826,0.0001664676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005935872,0.0004069732,0.09292094,0.001156252,0.00005773741,0.00581146,0.000523616,0.000005068121,0.7933344,0.000007638363,0.0000662102,0.09977388],"study_design_scores_gemma":[0.007523012,0.380199,0.5398011,0.01368821,0.0001179777,0.0396279,0.0001481852,0.0003135692,0.01832114,0.00003813499,0.0001360763,0.00008565035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952381,0.0009086291,0.0002125649,0.001904419,0.0001892562,0.000257575,0.000001006283,0.000005108453,0.001283395],"genre_scores_gemma":[0.9976047,0.000149846,0.00184236,0.0001016602,0.000214103,0.000002859809,9.441193e-7,0.00001211851,0.00007146324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7750132,"threshold_uncertainty_score":0.5231979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04664919085681461,"score_gpt":0.4648967386872931,"score_spread":0.4182475478304785,"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."}}