{"id":"W4230919385","doi":"10.1136/vr.i5679","title":"Equine disease surveillance: quarterly summary","year":2016,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease surveillance; Animal health; Veterinary medicine; Abortion; Disease; Quarter (Canadian coin); Medicine; Equine influenza; Environmental health; Virology; Geography; Biology; Pathology; Vaccination; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00301868,0.0009611813,0.0005686995,0.006438395,0.0002425044,0.001450424,0.0006336687,0.0006238985,0.01586485],"category_scores_gemma":[0.01076498,0.0004026988,0.0004222429,0.005311407,0.0001264092,0.0008682879,0.0006615335,0.0005772799,0.009706084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006537598,"about_ca_system_score_gemma":0.001846571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486103,"about_ca_topic_score_gemma":0.01454756,"domain_scores_codex":[0.9972762,0.0003749816,0.0007639132,0.0002768954,0.001112751,0.0001951378],"domain_scores_gemma":[0.9846019,0.001141084,0.002871003,0.0004946315,0.01007679,0.0008146486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001938891,0.00008319072,0.03954592,0.001960769,0.00009807743,0.0000924281,0.0001399583,0.0004196596,0.0007225947,0.0001332095,0.8313967,0.1252135],"study_design_scores_gemma":[0.00005275737,0.000309134,0.4279453,0.0008620725,0.00006525934,0.0003850604,0.0002862017,0.0004884476,0.0006384325,0.0001245979,0.5688093,0.00003342792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04095034,0.02188068,0.004872955,0.0116959,0.00537383,0.001876686,0.8515688,0.002697283,0.05908353],"genre_scores_gemma":[0.09345233,0.02647254,0.007127372,0.00372259,0.004830211,0.001619032,0.8078783,0.0005061523,0.05439153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01586485,"threshold_uncertainty_score":0.05307323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397433282643101,"score_gpt":0.2527549182372895,"score_spread":0.2087805854108585,"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."}}