{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002897824,0.000341867,0.0005810527,0.000543163,0.000190434,0.00005203468,0.0002836642,0.000302001,0.0001188714],"category_scores_gemma":[0.00003604468,0.0003430179,0.0001068248,0.0001314946,0.0001080525,0.0002136872,0.0001263595,0.00041432,0.0001303323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006544883,"about_ca_system_score_gemma":0.0001920438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006445434,"about_ca_topic_score_gemma":0.001105146,"domain_scores_codex":[0.9974892,0.0002675724,0.0006042164,0.000761607,0.000334445,0.0005429799],"domain_scores_gemma":[0.9983106,0.00002632572,0.000289283,0.001025332,0.00008462024,0.0002638836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001490252,0.003081454,0.4945246,0.0003207617,0.000002234851,0.003086155,0.00809427,0.0000242586,0.4872873,0.00004171633,0.000865578,0.001181359],"study_design_scores_gemma":[0.004318599,0.002253414,0.7508078,0.00003325896,0.0000442099,0.00009111772,0.0001537061,0.000523096,0.2409033,0.00003541679,0.0005776214,0.0002585107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922275,0.000175351,0.0001772412,0.0009693217,0.0003303209,0.001097486,0.0000228446,0.00003776113,0.004962192],"genre_scores_gemma":[0.9962923,0.00001430327,0.001188167,0.0008539921,0.0001877363,0.0001236098,0.0001513215,0.00005930623,0.001129286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2562831,"threshold_uncertainty_score":0.9999022,"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."}}