{"id":"W3121288756","doi":"10.21423/aabppro20183216","title":"Development of a newborn calf vigor scoring system","year":2018,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal health and immunology","field":"Veterinary","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Vitality; Medicine; Scoring system; Ice calving; Apgar score; Pain assessment; Physical therapy; Pregnancy; Surgery; Biology; Pain management; Birth weight; Lactation","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":[0.005983352,0.0005869024,0.0006605208,0.003594703,0.0004092593,0.001143949,0.001337817,0.0004553754,0.001901673],"category_scores_gemma":[0.005011535,0.0002685548,0.0005519215,0.0009524744,0.0002124587,0.00064768,0.001115566,0.0007563597,0.0006481678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018452,"about_ca_system_score_gemma":0.001247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006308754,"about_ca_topic_score_gemma":0.009155259,"domain_scores_codex":[0.9964683,0.0008512412,0.00064837,0.0002829694,0.001556399,0.0001927685],"domain_scores_gemma":[0.995285,0.0006087534,0.0007238438,0.0001494068,0.002906347,0.0003266624],"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":[0.00144189,0.0008691004,0.3193063,0.0009062972,0.0002868589,0.0004288951,0.0007488178,0.006030112,0.08005389,0.002304795,0.01396479,0.5736583],"study_design_scores_gemma":[0.0003046377,0.006983823,0.7590313,0.000869079,0.0006103202,0.002512425,0.001290484,0.1131049,0.05259433,0.001752228,0.06046959,0.000476848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.590274,0.003514178,0.3562724,0.0009723469,0.000615407,0.008891481,0.00917052,0.003201459,0.02708814],"genre_scores_gemma":[0.4652891,0.001821224,0.5118868,0.0002628255,0.0001678639,0.003826483,0.01013185,0.0001274392,0.006486419],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006308754,"threshold_uncertainty_score":0.03164339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400024316298972,"score_gpt":0.3252157600021092,"score_spread":0.285213328372212,"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."}}