{"id":"W4200441212","doi":"10.1111/jvim.16289","title":"Research Communications of the 31st ECVIM-CA Online Congress","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"OVC Pet Trust; Royal Canin","keywords":"Medicine; Anxiety; Pregabalin; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006755779,0.0006295255,0.0004704224,0.001371323,0.0004683256,0.002271481,0.0007083788,0.001472709,0.4442397],"category_scores_gemma":[0.002201314,0.0002509761,0.000358453,0.0007298472,0.0003386966,0.0008988844,0.001275806,0.001139468,0.2037362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008016629,"about_ca_system_score_gemma":0.0009469349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622432,"about_ca_topic_score_gemma":0.004163114,"domain_scores_codex":[0.999531,0.0000550388,0.00003398806,0.000094947,0.0001998601,0.00008524502],"domain_scores_gemma":[0.9987863,0.0001712034,0.0001001222,0.0001021097,0.0005131873,0.0003271578],"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":[0.000161219,0.00006875582,0.001243505,0.000214046,0.00001094819,0.0002150718,0.00002803237,0.00006381595,0.0008998698,0.0006626282,0.8704409,0.1259912],"study_design_scores_gemma":[0.00001220521,0.00002798651,0.002592373,0.000153107,0.000002617529,0.0001857709,0.00003112857,0.00004363219,0.0001828931,0.0001030919,0.9966615,0.000003733759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007878399,0.04193318,0.0008794985,0.02377366,0.06086459,0.00023778,0.006820743,0.0008058753,0.8568063],"genre_scores_gemma":[0.01269972,0.01371915,0.0006866515,0.002705145,0.007698141,0.00007541956,0.003072995,0.0002523209,0.9590906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4442397,"threshold_uncertainty_score":0.7927246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3765033087145999,"score_gpt":0.5019082559140453,"score_spread":0.1254049471994454,"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."}}