{"id":"W3084265728","doi":"10.32718/nvlvet9825","title":"Clinical characteristics of mastocytoma in dogs","year":2020,"lang":"en","type":"article","venue":"Scientific Messenger of LNU of Veterinary Medicine and Biotechnology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastocytoma; Breed; Medicine; Pathology; Biopsy; Incidence (geometry); Dermatology; Biology; Tumor cells; Animal science; Cancer research","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001504155,0.000168447,0.001259646,0.0006483466,0.00003023559,0.000001952078,0.0003022749,0.0004241166,0.000215306],"category_scores_gemma":[0.00108034,0.0001328932,0.000087422,0.0009332116,0.004748062,0.00005116692,0.0003628043,0.0005039886,0.000004293959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001435784,"about_ca_system_score_gemma":0.0001674626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001751113,"about_ca_topic_score_gemma":0.000001847903,"domain_scores_codex":[0.9974351,0.0001542664,0.001234547,0.0005182104,0.0003637778,0.000294087],"domain_scores_gemma":[0.9984838,0.0002547847,0.0003867122,0.0004988111,0.0002042421,0.0001716045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001657346,0.0003193957,0.02958148,0.001204135,0.00005615877,0.0005950254,0.0005291348,4.989768e-8,0.9459165,0.0001830342,0.0006801331,0.01927761],"study_design_scores_gemma":[0.0194657,0.1497771,0.6482291,0.003591039,0.000448973,0.006659299,0.004571091,0.001393411,0.1028957,0.0003593418,0.0618745,0.0007347115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802771,0.0007184143,0.00004783434,0.01797277,0.0003302302,0.0003759439,0.00001948342,0.00002856453,0.0002296212],"genre_scores_gemma":[0.9970435,0.0004762447,0.002158388,0.0001194395,0.00007230157,0.000006174996,0.00001646993,0.00001342271,0.00009406107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8430207,"threshold_uncertainty_score":0.9979604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647309039402066,"score_gpt":0.4207455636679556,"score_spread":0.2560146597277489,"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."}}