{"id":"W2115411149","doi":"10.1111/j.1556-4029.2012.02123.x","title":"Trends in Domestic Animal Medico‐Legal Pathology Cases Submitted to a Veterinary Diagnostic Laboratory 1998–2010*","year":2012,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Forensic pathology; Veterinary medicine; Medical jurisprudence; Companion animal; Neglect; Medical emergency; Pathology; Autopsy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003002662,0.0001386443,0.0003587468,0.0007458253,0.0004938373,0.00001690062,0.0002354996,0.00008423545,0.0002137167],"category_scores_gemma":[0.00443732,0.00009963709,0.00005716212,0.001171504,0.0003221419,0.0009164488,0.0001168272,0.0004684373,0.0001035791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185002,"about_ca_system_score_gemma":0.0004487384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077027,"about_ca_topic_score_gemma":0.00007780814,"domain_scores_codex":[0.9975409,0.0005642863,0.0006996887,0.0001584959,0.0004105704,0.0006260775],"domain_scores_gemma":[0.995378,0.003531557,0.0004980076,0.000130089,0.000179426,0.0002829686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006765495,0.0006324207,0.8378257,0.00009298162,0.00005644559,0.003719724,0.03503129,0.00001459695,0.004041833,0.0005310991,0.09999825,0.01737914],"study_design_scores_gemma":[0.0005579034,0.00307067,0.9325975,0.0002385281,0.00004586541,0.003167108,0.023038,0.000004939588,0.00001886309,0.00005736268,0.03704447,0.000158845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860374,0.001493462,0.000008395427,0.006686716,0.004949508,0.0001006464,0.000008077747,0.00001177002,0.0007039683],"genre_scores_gemma":[0.995455,0.0001412057,0.001458332,0.001736149,0.001038369,0.00002356707,8.435762e-7,0.000008029275,0.0001385264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09477177,"threshold_uncertainty_score":0.5312207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398722371695368,"score_gpt":0.5054591583213317,"score_spread":0.2655869211517948,"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."}}