{"id":"W4387003204","doi":"10.1002/vetr.3410","title":"Obesity risk factors in British Labrador retrievers: Effect of sex, neuter status, age, chocolate coat colour and food motivation","year":2023,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dogs Trust; Wellcome Trust","keywords":"Obesity; Breed; Medicine; Population; Neutering; Coat; Cohort; Demography; Environmental health; Biology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008395687,0.0003503667,0.0008055581,0.0004147046,0.0001338809,0.00005756768,0.0001779957,0.0002377815,0.0001253975],"category_scores_gemma":[0.0003565323,0.000377009,0.0001480713,0.0009020525,0.0001298786,0.0004598263,0.0002956805,0.0004320966,0.00002419428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009655917,"about_ca_system_score_gemma":0.00003687919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077125,"about_ca_topic_score_gemma":0.0001866705,"domain_scores_codex":[0.997078,0.00072364,0.0006427822,0.000613453,0.000297143,0.0006449706],"domain_scores_gemma":[0.9980584,0.001050321,0.0002610476,0.0003979594,0.00004072759,0.0001915614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001390505,0.0001190375,0.9579262,0.000502073,0.00009309704,0.005134627,0.001153399,0.00000348993,0.010632,8.135918e-7,0.0009903704,0.0220544],"study_design_scores_gemma":[0.001761579,0.02147608,0.9693869,0.0003081708,0.00003577687,0.0006078265,0.0004520924,0.0003305232,0.00020886,0.00003911986,0.005009778,0.0003832893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997723,0.00007882979,0.00001236725,0.00002362016,0.0007071199,0.0008359501,0.0002384913,0.0002349124,0.0001456836],"genre_scores_gemma":[0.9984232,0.0008035644,0.00008093044,0.00003234013,0.00009358704,0.00006882561,0.0001561852,0.00006549443,0.0002758862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02167111,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549023937272232,"score_gpt":0.2956220248006749,"score_spread":0.2401317854279526,"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."}}