{"id":"W4410196587","doi":"10.34188/bjaerv8n2-031","title":"Manejo e diagnóstico de nódulos cutâneos distintos em fêmea Labrador retriever: estudo de caso de 645 dias","year":2025,"lang":"pt","type":"article","venue":"Brazilian Journal of Animal and Environmental Research","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Medicine; Geology; Surgery","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005591567,0.0004671061,0.0009318655,0.0007785045,0.0007497565,0.0001911165,0.0008537953,0.0005333534,0.001637643],"category_scores_gemma":[0.002244654,0.000430121,0.0003050546,0.0006184858,0.001759004,0.0002994634,0.001031462,0.00356229,0.0001677835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601348,"about_ca_system_score_gemma":0.001471352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173869,"about_ca_topic_score_gemma":0.00006245582,"domain_scores_codex":[0.9929589,0.001635736,0.0009777175,0.0006458153,0.001641257,0.00214058],"domain_scores_gemma":[0.9958167,0.001644944,0.0002288572,0.000489765,0.0001140733,0.001705658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01466492,0.002558472,0.6841967,0.0007805169,0.0005916299,0.02359075,0.003974513,0.000005862868,0.2108124,0.00006844967,0.01270926,0.04604658],"study_design_scores_gemma":[0.00446324,0.01611624,0.9419101,0.001166383,0.00029339,0.01209358,0.01354326,0.001205323,0.004154346,0.0002176239,0.004492654,0.0003437916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836024,0.01013623,0.0002391271,0.004085818,0.0001586796,0.0007046207,0.0001144605,0.00001350321,0.0009451655],"genre_scores_gemma":[0.9800953,0.007326576,0.0007688883,0.0003640224,0.0006055571,0.00002587399,0.00001236224,0.00007378698,0.0107276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2577135,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997723704908979,"score_gpt":0.3726157367407603,"score_spread":0.3326384996916705,"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."}}