{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000703847,0.0003077672,0.0002757732,0.0006951835,0.0002071563,0.0004797433,0.0002128084,0.0004196483,0.0005861441],"category_scores_gemma":[0.001628344,0.0002289843,0.0002512256,0.0003822455,0.000244829,0.0003351842,0.0003649529,0.0003919426,0.00007636243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038048,"about_ca_system_score_gemma":0.0002388612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005548243,"about_ca_topic_score_gemma":0.007109797,"domain_scores_codex":[0.9994067,0.0001515507,0.00005387313,0.0001471159,0.00013678,0.000104034],"domain_scores_gemma":[0.9987062,0.0002035503,0.0006864677,0.00004789569,0.0001340695,0.0002218014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006556345,0.00003543257,0.9974399,0.00001418696,0.00003019279,0.00004166513,0.0000762503,0.00002931995,0.001256306,0.000003954503,0.00001389452,0.0009933937],"study_design_scores_gemma":[7.340824e-7,0.0002148795,0.9993582,0.00000453551,0.000008949421,0.0001412352,0.0000826401,0.00007001137,0.00008375438,0.000002955231,0.00003042399,0.000001647671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997002,0.0001118282,0.0000652722,0.000004822199,0.000001118897,0.000003669085,0.00005220581,0.000001329985,0.000059642],"genre_scores_gemma":[0.9994745,0.00008816461,0.0002026919,0.00001246485,0.00000319893,0.000005995067,0.000131953,6.726946e-7,0.00008028244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005548243,"threshold_uncertainty_score":0.01103187,"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."}}