{"id":"W4321509669","doi":"10.21423/aabppro20207971","title":"Disease investigations","year":2020,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Herd; Epidemiology; Disease; Medicine; Intensive care medicine; Environmental health; Veterinary medicine; Pathology","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":[0.002108121,0.0009618656,0.001137216,0.005301508,0.00149495,0.001998397,0.001259136,0.001543884,0.02878831],"category_scores_gemma":[0.004765768,0.0003291947,0.001010775,0.00222923,0.0006097683,0.001157126,0.001142019,0.001342284,0.01249553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234308,"about_ca_system_score_gemma":0.001947427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820024,"about_ca_topic_score_gemma":0.005674531,"domain_scores_codex":[0.9975978,0.0005155348,0.0003325823,0.0004712904,0.0006955214,0.0003872314],"domain_scores_gemma":[0.9975687,0.0002714301,0.0002953587,0.0002503471,0.001293496,0.0003206985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002349257,0.001402995,0.3058503,0.006499609,0.0005142391,0.03608302,0.004973389,0.0007526376,0.03022136,0.0107858,0.2251397,0.3754278],"study_design_scores_gemma":[0.0001313129,0.0009780203,0.1127297,0.005236414,0.000311391,0.03309184,0.003019017,0.0006505952,0.009911739,0.003709213,0.8301239,0.0001069247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1795015,0.09821317,0.02243063,0.01524472,0.006057296,0.008004217,0.05871406,0.001680693,0.6101537],"genre_scores_gemma":[0.6162459,0.06473141,0.0252884,0.0214106,0.002586441,0.002441482,0.05327979,0.0005855052,0.2134305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02878831,"threshold_uncertainty_score":0.09630644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215885523615613,"score_gpt":0.2705423086056561,"score_spread":0.2483834533695,"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."}}