{"id":"W2810266415","doi":"10.20546/ijcmas.2018.706.162","title":"Histopathological and Immunohistochemical Diagnosis of Canine Fibrosarcoma","year":2018,"lang":"en","type":"article","venue":"International Journal of Current Microbiology and Applied Sciences","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Histopathology; Fibrocyte; Vimentin; Immunohistochemistry; Pathology; Cytokeratin; Fibrosarcoma; Cytology; Medicine; Anatomy; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004388418,0.00006328677,0.0002096773,0.000143473,0.00005504459,0.000006938681,0.0001906174,0.00005763151,0.000090463],"category_scores_gemma":[0.00009194826,0.00004300088,0.00003299042,0.0000601529,0.002592901,0.00003747669,0.0001237992,0.0001758189,0.000001914766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854612,"about_ca_system_score_gemma":0.00009417364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.530315e-7,"about_ca_topic_score_gemma":5.969291e-7,"domain_scores_codex":[0.9993588,0.00003097743,0.0002673069,0.0001289484,0.0001055798,0.0001083624],"domain_scores_gemma":[0.9994135,0.0001254628,0.0001690072,0.00003701168,0.0002017166,0.00005327164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004550237,0.0001229303,0.04811678,0.000009158212,0.00002519241,0.00001839249,0.0001389707,1.623784e-7,0.9448395,0.0007135322,0.0006081241,0.004952239],"study_design_scores_gemma":[0.009159634,0.01903776,0.1772527,0.0007794545,0.0002000564,0.08387834,0.0006315638,0.00006832913,0.6502785,0.002584045,0.05560701,0.0005226244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961771,0.0019282,0.00007802054,0.001052339,0.0003620564,0.00005508304,0.000007770333,0.000002405504,0.0003370692],"genre_scores_gemma":[0.9979796,0.0001731854,0.001577928,0.00008071093,0.0001696988,0.000002409073,0.000002434642,0.000001656332,0.00001238756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294561,"threshold_uncertainty_score":0.9553653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345939089896252,"score_gpt":0.3903121849325039,"score_spread":0.3368527940335413,"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."}}