{"id":"W2774290406","doi":"10.1111/his.13447","title":"Low‐grade spindle cell proliferation in clear cell renal cell carcinoma is unlikely to be an initial step in sarcomatoid differentiation","year":2017,"lang":"en","type":"article","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal Columbian Hospital","funders":"Univerzita Karlova v Praze","keywords":"Immunohistochemistry; Renal cell carcinoma; Pathology; Sarcomatoid carcinoma; Clear cell; Biology; Spindle cell carcinoma; Mesenchymal stem cell; Cell; 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":[0.0006427719,0.0002184282,0.0003084598,0.0008588654,0.0002550422,0.0006680915,0.0002671556,0.0003877817,0.003141415],"category_scores_gemma":[0.002441456,0.000170672,0.0001974563,0.0005621361,0.0005541,0.0006529288,0.0002567101,0.000203951,0.001208191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196476,"about_ca_system_score_gemma":0.0002352565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168275,"about_ca_topic_score_gemma":0.0005708065,"domain_scores_codex":[0.9996175,0.00006591283,0.00006714852,0.00006678244,0.000133008,0.00004975389],"domain_scores_gemma":[0.9981052,0.0004695534,0.0007555768,0.0001621165,0.0003621113,0.0001455654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004983398,0.00004241092,0.8981563,0.0003256364,0.00004496512,0.009205556,0.0002565372,0.0001857151,0.07110001,0.0003473927,0.0002550418,0.019582],"study_design_scores_gemma":[0.00002708871,0.0005305475,0.8946505,0.0000756819,0.0001033128,0.07021933,0.000806098,0.000903872,0.02720349,0.0004759395,0.004988789,0.00001534155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951268,0.001860961,0.001195253,0.00004336335,0.00001018589,0.00001768464,0.0001103444,0.00002082373,0.001614482],"genre_scores_gemma":[0.9988089,0.0003145126,0.000448489,0.00001462132,0.00001596249,0.000006551506,0.0001920162,0.000004072107,0.0001949902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141415,"threshold_uncertainty_score":0.01050901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480012269622346,"score_gpt":0.2846524927341265,"score_spread":0.2498523700379031,"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."}}