{"id":"W4401305554","doi":"10.1016/j.animal.2024.101281","title":"The associations of early-life health and performance with subsequent dairy cow longevity, productivity, and profitability","year":2024,"lang":"en","type":"article","venue":"animal","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; University of Prince Edward Island; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Novalait; Dairy Farmers of Canada; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Longevity; Profitability index; Productivity; Dairy cattle; Animal science; Biology; Business; Agricultural science; Medicine; Economics; Gerontology; Finance; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001451478,0.0002454179,0.0002138525,0.0004926895,0.0002758192,0.0004554229,0.0002905232,0.0002950938,0.000822328],"category_scores_gemma":[0.002916898,0.0001273812,0.0003321952,0.00056929,0.0002254705,0.0002400196,0.0003083657,0.0004463724,0.000127418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284786,"about_ca_system_score_gemma":0.0007432357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05615128,"about_ca_topic_score_gemma":0.1152337,"domain_scores_codex":[0.9995677,0.00009822788,0.00003323996,0.0001102027,0.00008179125,0.0001088675],"domain_scores_gemma":[0.9974867,0.0008383329,0.0008544098,0.0001518533,0.0003887548,0.00028002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004750692,0.00001499804,0.9972017,0.00000755425,0.00006360774,0.00001717924,0.00004855048,0.0002066413,0.0005012265,0.00001372759,0.00003123387,0.001846144],"study_design_scores_gemma":[1.786783e-7,0.0000181512,0.9996595,0.00000111132,0.000005750569,0.000008542645,0.00001994563,0.0002253936,0.00002905116,0.00000630984,0.00002524834,7.204981e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988083,0.0002505509,0.000316706,0.00002297374,0.000002230989,0.000003697309,0.0003575353,0.000003323127,0.0002347035],"genre_scores_gemma":[0.9988108,0.0001211304,0.000285151,0.000009160126,0.000003139513,0.000004377975,0.0004729179,0.000001732508,0.0002915843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05615128,"threshold_uncertainty_score":0.1116489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298478496001263,"score_gpt":0.2443497193786572,"score_spread":0.2213649344186445,"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."}}