{"id":"W4409760433","doi":"10.3389/fvets.2025.1558222","title":"Global pharmacovigilance reporting of the first monoclonal antibody for canine osteoarthritis: a case study with bedinvetmab (Librela™)","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Veterinary Orthopedics and Neurology","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zoetis","keywords":"Pharmacovigilance; Monoclonal antibody; Osteoarthritis; Medicine; Antibody; Internal medicine; Pathology; Immunology; Adverse effect; Alternative medicine","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":[0.003731228,0.0003122211,0.0003416976,0.001477126,0.0007557858,0.001609359,0.00049531,0.001141462,0.001609872],"category_scores_gemma":[0.009973325,0.0003395521,0.0006474612,0.00196578,0.0009513081,0.0009614757,0.0009258779,0.001061329,0.0002883124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522094,"about_ca_system_score_gemma":0.0009338324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008602024,"about_ca_topic_score_gemma":0.006873947,"domain_scores_codex":[0.9962763,0.001101959,0.0007176521,0.0005094766,0.001048911,0.0003455892],"domain_scores_gemma":[0.9893797,0.003626876,0.004943344,0.0005389569,0.001002967,0.0005080991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006428009,0.0002863551,0.8767806,0.000465689,0.0001428652,0.08854344,0.004986933,0.0003918793,0.001759143,0.0006550495,0.002828437,0.02251683],"study_design_scores_gemma":[0.0001652555,0.001605855,0.5997683,0.0005914168,0.0004596699,0.3662746,0.00792934,0.002868613,0.004792358,0.0007229596,0.01471304,0.0001085161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921703,0.001851257,0.001132781,0.001657178,0.00002367468,0.0001328957,0.000323876,0.0000274551,0.002680657],"genre_scores_gemma":[0.9976761,0.0008384989,0.0004660211,0.0004748906,0.00003887921,0.00001773332,0.0002529794,0.00001274449,0.0002223268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008602024,"threshold_uncertainty_score":0.01973283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414864620039857,"score_gpt":0.3706314975166378,"score_spread":0.3291450355126521,"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."}}