{"id":"W4308549974","doi":"10.21873/cdp.10157","title":"CAIX Immunostaining in Non-neoplastic Renal Diseases","year":2022,"lang":"en","type":"article","venue":"Cancer Diagnosis & Prognosis","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Immunostaining; Pathology; Renal cell carcinoma; Staining; Kidney; Chromophobe cell; Clear cell renal cell carcinoma; Focal segmental glomerulosclerosis; Biology; Immunohistochemistry; Clear cell; Medicine; Glomerulonephritis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008676,0.0002527399,0.0001695143,0.001892815,0.000265135,0.000301748,0.0004136058,0.0003964042,0.002610262],"category_scores_gemma":[0.0009519677,0.0001070203,0.0001456269,0.0006405691,0.0005085941,0.0003073692,0.0004871195,0.0001595131,0.0003099792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343141,"about_ca_system_score_gemma":0.0002479304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006449404,"about_ca_topic_score_gemma":0.0008452708,"domain_scores_codex":[0.9995391,0.00008147464,0.00008321805,0.00008443492,0.0001377283,0.00007400854],"domain_scores_gemma":[0.9995118,0.000118077,0.0001271051,0.00004586312,0.0001253028,0.00007168882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008498048,0.00009645648,0.6432242,0.001517464,0.0001395985,0.01969453,0.0009317218,0.0002766301,0.277037,0.0007262754,0.001015364,0.05449103],"study_design_scores_gemma":[0.00007530527,0.0004569977,0.768773,0.0002653744,0.0002497513,0.1050537,0.0008389657,0.00261203,0.1041253,0.0006387361,0.0168792,0.00003149128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774036,0.01224061,0.002618636,0.0001043286,0.00003936763,0.00005917497,0.0001037622,0.00008583442,0.0073447],"genre_scores_gemma":[0.9961565,0.001301828,0.001803933,0.0000331283,0.00003408688,0.00001665154,0.0001311707,0.000005697406,0.0005170562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610262,"threshold_uncertainty_score":0.0087322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008813844522992604,"score_gpt":0.2546057206387816,"score_spread":0.245791876115789,"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."}}