{"id":"W7048960231","doi":"","title":"A Multi-faceted Approach to the Exploration of Ketosis in Dairy Cattle: Detection, Treatment &amp; Risk Factors","year":2016,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice calving; Ketosis; Odds ratio; Lactation; Herd; Odds; Pregnancy; NEFA","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":[0.01699287,0.0008204408,0.002042717,0.003538567,0.0005994882,0.002223062,0.0008904202,0.0008761453,0.001516123],"category_scores_gemma":[0.02234768,0.0005140611,0.004920776,0.00349778,0.0006093247,0.0008423437,0.0009719853,0.001051875,0.0001636687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002571744,"about_ca_system_score_gemma":0.004542753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913328,"about_ca_topic_score_gemma":0.06221415,"domain_scores_codex":[0.9903132,0.006245129,0.001053038,0.0007251723,0.001516483,0.0001470185],"domain_scores_gemma":[0.9824927,0.01144923,0.003194636,0.0005438176,0.002120283,0.0001994225],"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":[0.001964753,0.0002027325,0.2954174,0.08584697,0.07265466,0.0001950861,0.001279437,0.003156751,0.001902713,0.002210521,0.005759104,0.5294099],"study_design_scores_gemma":[0.001265877,0.005269121,0.5881778,0.1043739,0.1908974,0.001654659,0.003277457,0.01395083,0.003899704,0.01761526,0.06920732,0.0004106496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1058775,0.8470573,0.02568247,0.01056919,0.0005155244,0.001607157,0.003502714,0.00008549472,0.00510264],"genre_scores_gemma":[0.6217665,0.2806248,0.08879839,0.003110868,0.0005323708,0.001874294,0.001363474,0.00002717361,0.001902167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02913328,"threshold_uncertainty_score":0.08986795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305796167819224,"score_gpt":0.2536055354036613,"score_spread":0.2205475737254691,"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."}}