{"id":"W2743390842","doi":"10.1097/pas.0000000000000838","title":"Eosinophilic Solid and Cystic Renal Cell Carcinoma (ESC RCC)","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Tuberous sclerosis; Renal cell carcinoma; Eosinophilic; Pathology; Medicine; Clear cell; Karyotype; Nephrectomy; Kidney; Internal medicine; Biology; Chromosome; Genetics","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":[0.0002464706,0.0002899548,0.0003522972,0.0008163467,0.0004033254,0.000284442,0.0001986553,0.0002036554,0.002087933],"category_scores_gemma":[0.0005016245,0.00009780816,0.0001323478,0.000722048,0.0003102518,0.0002358719,0.0004979002,0.0001237194,0.0005341051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140224,"about_ca_system_score_gemma":0.0002051764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006205817,"about_ca_topic_score_gemma":0.001060742,"domain_scores_codex":[0.9997852,0.00002229759,0.00002494331,0.00006037459,0.00004816696,0.00005901219],"domain_scores_gemma":[0.9996501,0.00007465856,0.0001244165,0.0000344401,0.00004084971,0.00007543494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003065002,0.00006234393,0.8643408,0.0001745931,0.00009048524,0.05278648,0.0003088131,0.0002089419,0.03953375,0.0002574985,0.000480698,0.04144912],"study_design_scores_gemma":[0.00002181903,0.0003024453,0.6629146,0.00003102008,0.0000674013,0.3180831,0.0002369148,0.0003296424,0.01116626,0.0001326872,0.006697281,0.00001681891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957259,0.001450106,0.0009927824,0.00002581823,0.000005652209,0.00002479933,0.00034819,0.00002466037,0.001402126],"genre_scores_gemma":[0.9978406,0.0006894646,0.0006266342,0.00001730327,0.00001381564,0.000008098746,0.000328915,0.000005314124,0.0004699138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002087933,"threshold_uncertainty_score":0.00698477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823709343792856,"score_gpt":0.3247282274791154,"score_spread":0.2864911340411868,"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."}}