{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096758,0.0001585188,0.0007475889,0.0001324281,0.0003413585,0.00005421504,0.0005046638,0.00004694625,0.0000811956],"category_scores_gemma":[0.0002290572,0.00009376143,0.0001616613,0.00009293072,0.002634822,0.00007349816,0.0002511657,0.00075125,0.00003064246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004652481,"about_ca_system_score_gemma":0.0001239043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004720237,"about_ca_topic_score_gemma":0.000002600024,"domain_scores_codex":[0.998121,0.0004084492,0.0004401433,0.0002005548,0.0003966614,0.0004332059],"domain_scores_gemma":[0.9976518,0.000472125,0.0006845169,0.0006444971,0.0002124232,0.0003346791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01250553,0.001177418,0.2909151,0.0001365319,0.0002839733,0.0537755,0.00214167,0.00005579245,0.4676018,0.0008065791,0.003287958,0.1673121],"study_design_scores_gemma":[0.003007435,0.005034461,0.9472016,0.00005716135,0.0001447059,0.03985453,0.0002138809,0.0001251774,0.001928174,0.000494638,0.001792657,0.0001455721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880432,0.0005788561,0.00005507532,0.00953878,0.0001005487,0.0001118749,0.000003804228,0.000007891991,0.001559987],"genre_scores_gemma":[0.9982549,0.0002801629,0.0004494689,0.0003153335,0.0004645056,0.000002398134,6.180462e-7,0.00002221006,0.0002103924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6562865,"threshold_uncertainty_score":0.9708112,"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."}}