{"id":"W3100516867","doi":"10.15414/afz.2020.23.mi-fpap.250-257","title":"Evaluation of score for subclinical ketosis risk in Czech Holstein cows","year":2020,"lang":"en","type":"article","venue":"Acta fytotechnica et zootechnica/Acta fytotechnica  et zootechnica","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal science; Ketosis; Heritability; Milking; Biology; Lactation; Ice calving; Animal breeding; Medicine; Endocrinology; Pregnancy; Diabetes mellitus","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":[0.001203198,0.0003157802,0.0003351398,0.001155776,0.0001996684,0.0006451221,0.0002779793,0.000280555,0.0006237345],"category_scores_gemma":[0.00182652,0.0001735443,0.0004651986,0.0006318658,0.0001998291,0.0001943497,0.0003868138,0.0002372633,0.0001146528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613333,"about_ca_system_score_gemma":0.0002811234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149468,"about_ca_topic_score_gemma":0.007787891,"domain_scores_codex":[0.9993271,0.0001848023,0.00005828411,0.0001772196,0.0001602277,0.00009243576],"domain_scores_gemma":[0.9986331,0.0002928793,0.0006631379,0.00009660786,0.0001393759,0.0001749501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001172219,0.00007962565,0.980634,0.00002974369,0.0002192214,0.00006390667,0.0001333643,0.001066552,0.007946077,0.00003376118,0.00005336268,0.008568136],"study_design_scores_gemma":[0.000007695219,0.0002974443,0.9971172,0.000004837229,0.00005459135,0.00006041035,0.00005652196,0.001624522,0.0006796331,0.00002619454,0.00006281101,0.000008163755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994266,0.00005939504,0.0002816014,0.000004412747,0.000001336902,0.000004700997,0.0001233499,0.000005597467,0.00009303186],"genre_scores_gemma":[0.9990628,0.00003285125,0.0004390873,0.000004222512,0.000001437335,0.000005309466,0.0003267139,0.000003335949,0.0001242228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004149468,"threshold_uncertainty_score":0.008250654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06197230122788767,"score_gpt":0.332086599893895,"score_spread":0.2701142986660073,"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."}}