{"id":"W1240743523","doi":"10.12681/jhvms.14930","title":"Health Monitoring of Laboratory Animals in Breeding and Experimental Units","year":2017,"lang":"en","type":"article","venue":"Journal of the Hellenic Veterinary Medical Society","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal health; Subclinical infection; Medical laboratory; Experimental animal; Infectious disease (medical specialty); Animal testing; Environmental health; Disease; Medicine; Biotechnology; Veterinary medicine; Biology; Pathology; Ecology","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":[0.01542995,0.001851038,0.001606407,0.004496392,0.00240686,0.001896562,0.002968858,0.001938261,0.006190696],"category_scores_gemma":[0.01700517,0.0007223898,0.001026986,0.002606694,0.001763148,0.001680091,0.002102991,0.002260539,0.005628895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743659,"about_ca_system_score_gemma":0.003238377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230755,"about_ca_topic_score_gemma":0.004606888,"domain_scores_codex":[0.9818462,0.006143072,0.002308428,0.002946161,0.005718745,0.001037408],"domain_scores_gemma":[0.9631183,0.005076815,0.009388263,0.006290356,0.01344424,0.002682141],"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":[0.004103398,0.003060419,0.238474,0.005832159,0.0004237008,0.001579639,0.009938134,0.002682956,0.1609481,0.00481663,0.05139675,0.5167441],"study_design_scores_gemma":[0.0003079316,0.006626238,0.5236818,0.003473353,0.0007566423,0.001614775,0.002792737,0.003726994,0.104804,0.003037859,0.3487365,0.0004412229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4951554,0.01835522,0.2709447,0.004751896,0.002831653,0.05086928,0.02590227,0.009014117,0.1221755],"genre_scores_gemma":[0.3882004,0.01709956,0.4520999,0.002986404,0.001728142,0.04792911,0.03285024,0.0008621861,0.05624405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542995,"threshold_uncertainty_score":0.08160233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2627326686850174,"score_gpt":0.455795126925789,"score_spread":0.1930624582407716,"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."}}