{"id":"W4200502938","doi":"10.2460/javma.21.05.0256","title":"What Is Your Diagnosis?","year":2021,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":[0.001065042,0.0008659716,0.0006309009,0.002519474,0.001287251,0.001902055,0.001077024,0.003857981,0.07567595],"category_scores_gemma":[0.01559286,0.0003470102,0.0003703967,0.0006808946,0.0008362174,0.003259602,0.001581864,0.008677905,0.04499283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004237797,"about_ca_system_score_gemma":0.001551868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003963676,"about_ca_topic_score_gemma":0.009540095,"domain_scores_codex":[0.999099,0.0001800106,0.00009698042,0.0001316225,0.0003888095,0.0001036152],"domain_scores_gemma":[0.9942124,0.001016284,0.0003635852,0.0001818943,0.002815052,0.001410635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.000043196,0.00007412301,0.002347158,0.0001194179,0.00001261902,0.00477269,0.0001435138,0.00008204684,0.0005906674,0.0005698461,0.9341494,0.05709543],"study_design_scores_gemma":[0.00003128188,0.00004457897,0.005183596,0.001302343,0.00002292867,0.04642349,0.001525025,0.0004643065,0.0005900994,0.006280465,0.9380661,0.0000657835],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008935111,0.03487781,0.01114051,0.6908959,0.06491546,0.0004361686,0.001203683,0.002014126,0.1855813],"genre_scores_gemma":[0.108038,0.06424817,0.03282641,0.33509,0.09417242,0.0006365047,0.00184486,0.001143432,0.3620002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07567595,"threshold_uncertainty_score":0.2531613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06336350894553207,"score_gpt":0.3643272992741187,"score_spread":0.3009637903285866,"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."}}