{"id":"W4377138080","doi":"10.22271/tpi.2023.v12.i5r.20119","title":"Clinical management of mammary carcinoma in dogs: Current scenario","year":2023,"lang":"en","type":"article","venue":"The Pharma Innovation","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Metastasis; Mammary gland; Pathology; Carcinoma; Breast carcinoma; Adenocarcinoma; Metastatic carcinoma; Lymph node; Mammary tumor; Cancer; Breast cancer; Internal 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":[0.0005502509,0.0003659338,0.0003881418,0.0009399998,0.0007053464,0.0009242835,0.0005794852,0.001253082,0.001299794],"category_scores_gemma":[0.001420218,0.0001552323,0.0002383944,0.0007424329,0.000654505,0.001001662,0.0005981954,0.0007931964,0.0005371794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468417,"about_ca_system_score_gemma":0.0004190135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953069,"about_ca_topic_score_gemma":0.001137949,"domain_scores_codex":[0.9994306,0.0001378842,0.00008446183,0.0001090748,0.0001266868,0.0001113249],"domain_scores_gemma":[0.9994605,0.00006789246,0.0001919876,0.00001740386,0.0001088214,0.0001534266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003714112,0.000374411,0.6576169,0.000921122,0.00008045824,0.1267397,0.0009941319,0.0008570607,0.008433319,0.002441946,0.01940557,0.1817641],"study_design_scores_gemma":[0.00003120215,0.0006280684,0.2409945,0.0007237184,0.0001161498,0.7065508,0.003584069,0.00202565,0.001966283,0.0045783,0.03871719,0.00008415251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7799596,0.1567504,0.009880385,0.02692589,0.0006361316,0.0001550481,0.000679782,0.0002496041,0.02476302],"genre_scores_gemma":[0.9573743,0.03412323,0.003162609,0.002056821,0.001288961,0.00003659692,0.0005875144,0.0000157649,0.001354134],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001299794,"threshold_uncertainty_score":0.004348278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265100872197104,"score_gpt":0.4950763049667608,"score_spread":0.2685662177470504,"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."}}