{"id":"W3026145139","doi":"","title":"Case study : fibrosarcoma mammary gland in golden retriever dog.","year":2019,"lang":"en","type":"article","venue":"Indonesia Medicus Veterinus","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fibrosarcoma; Mammary gland; Labrador Retriever; Biology; Medicine; Pathology; Veterinary medicine; Anatomy; Internal medicine; Cancer","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"],"consensus_categories":[],"category_scores_codex":[0.0009307549,0.0003254253,0.0007859839,0.0005035055,0.00005923516,0.00003620629,0.0003500207,0.0003002553,0.0004156279],"category_scores_gemma":[0.0001043936,0.0002791347,0.0001020983,0.000678988,0.000133275,0.0002396918,0.0004260864,0.0008148691,0.0003779446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897803,"about_ca_system_score_gemma":0.0003544119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005973341,"about_ca_topic_score_gemma":0.00007284564,"domain_scores_codex":[0.9968637,0.0003425753,0.0005928823,0.0007117976,0.0007458354,0.0007432551],"domain_scores_gemma":[0.998077,0.0002651171,0.00009820722,0.00107637,0.00009920519,0.0003840753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008190293,0.0006070813,0.6011198,0.0001333824,0.00008266355,0.3842085,0.001359113,5.311675e-7,0.006598557,0.000002592973,0.0003378692,0.004730863],"study_design_scores_gemma":[0.01243416,0.008963876,0.6079865,0.0001304391,0.00004886865,0.3659604,0.001915044,0.0001688502,0.00006570268,0.000009697738,0.002012477,0.0003039634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994206,0.0001885201,0.00001923703,0.0007450062,0.0005532293,0.00232663,0.000005933705,0.0001212406,0.001834271],"genre_scores_gemma":[0.9974446,0.00001673576,0.0003604483,0.0002341506,0.0002108989,0.0001434594,0.00001450369,0.00005511251,0.001520095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182481,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991097173305784,"score_gpt":0.3431689299742963,"score_spread":0.3032579582412384,"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."}}