{"id":"W4409076467","doi":"10.1177/10406387251328600","title":"Cutaneous and subcutaneous fibrolipomas in 236 dogs, 2017–2024: a retrospective case series and comparative review","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Labrador Retriever; Retrospective cohort study; Subcutaneous tissue; Connective tissue; Population; Biopsy; Pathology","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":[0.0004372828,0.0003903586,0.0004825042,0.003734077,0.0004649734,0.0008281411,0.0003711062,0.0004660817,0.001782094],"category_scores_gemma":[0.001279173,0.0004946865,0.0004546857,0.002610937,0.0007102194,0.00088335,0.0006386823,0.000260412,0.0008014892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331779,"about_ca_system_score_gemma":0.0004321775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090619,"about_ca_topic_score_gemma":0.001595298,"domain_scores_codex":[0.9994721,0.0000444369,0.0001667761,0.0001343542,0.0001179831,0.00006441344],"domain_scores_gemma":[0.9992404,0.0001676566,0.0003563521,0.0000597925,0.00007375696,0.0001019891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004660951,0.0001424102,0.8513015,0.001674739,0.0002942298,0.1024195,0.001053137,0.0001161532,0.00368575,0.0002040978,0.001428688,0.03721378],"study_design_scores_gemma":[0.00004259024,0.000399155,0.5371982,0.0005452649,0.000506042,0.4448934,0.002102314,0.0001920909,0.001229465,0.000159177,0.01268741,0.00004485095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764364,0.02024786,0.0005102765,0.00004729308,0.0000334638,0.0001074426,0.0007768197,0.00001726701,0.001823198],"genre_scores_gemma":[0.9832802,0.01372945,0.0005833544,0.0001030913,0.00007722079,0.00005758363,0.001570208,0.00001292448,0.000585965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003734077,"threshold_uncertainty_score":0.005961657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0531224484629047,"score_gpt":0.3343664062811294,"score_spread":0.2812439578182247,"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."}}