{"id":"W2911403134","doi":"10.1136/vetreco-2018-000325","title":"Quantifying subclinical trauma associated with calving difficulty, vigour, and passive immunity in newborn beef calves","year":2019,"lang":"en","type":"article","venue":"Veterinary Record Open","topic":"Animal health and immunology","field":"Veterinary","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"University of Calgary","keywords":"Subclinical infection; Ice calving; Beef cattle; Passive immunity; Immunity; Animal science; Medicine; Biology; Immunology; Internal medicine; Pregnancy; Immune system; Lactation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000506847,0.0003393693,0.0007871668,0.0001373784,0.0002370278,0.0001352437,0.0006648353,0.0003029472,0.0003834218],"category_scores_gemma":[0.0001967491,0.0002903561,0.00007522048,0.0003012868,0.0001527679,0.0006110206,0.0009468457,0.0008173854,0.0001405989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691038,"about_ca_system_score_gemma":0.0001134266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719804,"about_ca_topic_score_gemma":0.001060663,"domain_scores_codex":[0.9971282,0.0006697577,0.0006755019,0.0006415594,0.0001556762,0.0007292657],"domain_scores_gemma":[0.9982979,0.0006874534,0.000297384,0.0004683357,0.00007081016,0.0001780829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04168645,0.001382784,0.8207151,0.0003279931,0.0002795371,0.002266363,0.002592192,0.000001957289,0.02530024,0.0001845861,0.0004080432,0.1048547],"study_design_scores_gemma":[0.003302104,0.02509967,0.9629439,0.000513484,0.00001973828,0.0004568669,0.001215332,0.0005050311,0.00001794323,0.00004047262,0.005425239,0.0004601928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953905,0.0001300831,0.00001099088,0.0003371401,0.0003064507,0.001069851,0.00003434524,0.00007268316,0.002647938],"genre_scores_gemma":[0.9978498,0.0001097795,0.0009828102,0.0003692269,0.00003812354,0.00008234823,0.00006316123,0.00005832447,0.0004464305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422288,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694610146036665,"score_gpt":0.4005514928553493,"score_spread":0.2310904782516828,"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."}}