{"id":"W3093368837","doi":"10.48083/mqye9599","title":"Tissue-Based Immunohistochemical Markers for Diagnosis and Classification of Renal Cell Carcinoma","year":2020,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Chromophobe cell; Immunohistochemistry; Renal cell carcinoma; Clear cell; Pathology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003155948,0.0005251214,0.0008065964,0.00466967,0.0002969528,0.001267546,0.0007493372,0.000673555,0.002235269],"category_scores_gemma":[0.003291036,0.0002427514,0.0007844405,0.002408207,0.0005149271,0.00112484,0.0006841958,0.001324683,0.001752385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972874,"about_ca_system_score_gemma":0.0009984919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351735,"about_ca_topic_score_gemma":0.002547135,"domain_scores_codex":[0.9984188,0.0004866472,0.0002699252,0.0001380915,0.0005669761,0.000119538],"domain_scores_gemma":[0.9988713,0.0003144606,0.0002086167,0.00007258125,0.0004800996,0.00005288537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003336549,0.00009360666,0.01357515,0.009068431,0.0003668059,0.001070322,0.0003563575,0.0007540573,0.02248187,0.007065028,0.05653998,0.8882946],"study_design_scores_gemma":[0.00003078029,0.0002828462,0.02788842,0.005596219,0.0005356331,0.008284036,0.0004202232,0.001316901,0.01395678,0.005665045,0.9359431,0.00007995823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007732662,0.9568391,0.01751868,0.003201768,0.001492449,0.000184739,0.001116365,0.0002278107,0.01168631],"genre_scores_gemma":[0.07411303,0.8685573,0.04243977,0.001645288,0.002075868,0.0003443906,0.004112178,0.00008657669,0.006625545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00466967,"threshold_uncertainty_score":0.01669043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869820520106269,"score_gpt":0.321282683465575,"score_spread":0.2525844782645124,"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."}}