{"id":"W4405095293","doi":"10.3168/jds.2024-25543","title":"Quantifying the impact of frequent diseases and syndromes on calf health using the opinions of producers and veterinarians: Toward dairy calf disability weights","year":2024,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Medicine; Ambulatory; Disease; Veterinary medicine; Visual analogue scale; Family medicine; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009445989,0.000105649,0.0002174551,0.0000171671,0.0003698561,0.000103886,0.0003091204,0.00002438716,0.000006687642],"category_scores_gemma":[0.00006946355,0.00002370209,0.0001262101,0.0005071528,0.0009605765,0.0004034597,0.00008432467,0.0001619346,1.071789e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404823,"about_ca_system_score_gemma":0.000123458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000563859,"about_ca_topic_score_gemma":0.00002645306,"domain_scores_codex":[0.9987877,0.0001144409,0.0003506962,0.000196283,0.0003654214,0.0001854698],"domain_scores_gemma":[0.9991647,0.0003239506,0.0002339423,0.00007428142,0.0000757332,0.0001273887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005036476,0.001088196,0.4902409,0.0006384295,0.0003402304,0.00005071707,0.01496543,0.0008242261,0.3410854,0.006264754,0.001055362,0.1429427],"study_design_scores_gemma":[0.00005292217,0.0009548867,0.9955935,0.0002520536,0.00002094422,0.0001894034,0.001986635,0.0002098832,0.0001221322,0.0003096076,0.0002410604,0.00006699156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917502,0.002650779,0.00001173465,0.005130658,0.0002095243,0.0001506106,0.0000841167,0.000004859537,0.000007457955],"genre_scores_gemma":[0.9994843,0.0002890756,0.00006370262,0.00003912218,0.0001187907,7.405572e-7,0.000001058763,5.507711e-7,0.000002661028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5053526,"threshold_uncertainty_score":0.3539284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08783422746015926,"score_gpt":0.3451180372961077,"score_spread":0.2572838098359485,"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."}}