{"id":"W4391899616","doi":"10.1016/j.prevetmed.2024.106155","title":"Factors related to longevity and mortality of dogs in Italy","year":2024,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breed; Purebred; Longevity; Medicine; Cause of death; Veterinary medicine; German Shepherd Dog; Labrador Retriever; Demography; Surgery; Gerontology; Internal medicine; Biology; Disease; Animal science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576868,0.0001234141,0.0001528976,0.001006101,0.0001688743,0.00034366,0.0001543936,0.000233075,0.0009555098],"category_scores_gemma":[0.001857156,0.0000902822,0.0002227829,0.00071851,0.0003368033,0.0002354593,0.0002993371,0.0001847291,0.0001582547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396528,"about_ca_system_score_gemma":0.0001827266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721012,"about_ca_topic_score_gemma":0.005641226,"domain_scores_codex":[0.9997355,0.0000691372,0.00003289579,0.0000567276,0.00004742327,0.00005831989],"domain_scores_gemma":[0.9989712,0.0001532533,0.0006590594,0.00004499479,0.00007821729,0.0000932882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005054725,0.000006384219,0.9978194,0.000008880609,0.00001023412,0.00005896112,0.00007765727,0.00004823666,0.0001377748,0.00001474301,0.0001348119,0.00163243],"study_design_scores_gemma":[5.876307e-7,0.00001988698,0.9996767,0.000003182845,0.000003308045,0.0001162371,0.00003560284,0.00002968075,0.000007358092,0.000008611157,0.00009814139,6.640014e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982673,0.0007733969,0.00005577785,0.00006386911,0.000004358601,0.00000316564,0.0002331643,0.000004483199,0.0005944179],"genre_scores_gemma":[0.9990839,0.0003057776,0.00007823447,0.00001470787,0.00001492334,0.000004487774,0.000409978,0.000001361244,0.00008667855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003721012,"threshold_uncertainty_score":0.007398665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06210740919622853,"score_gpt":0.4239327419490894,"score_spread":0.3618253327528608,"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."}}