{"id":"W4285120711","doi":"10.2139/ssrn.4102630","title":"Succinate Dehydrogenase Deficient Renal Cell Carcinoma: Comprehensive Molecular Profiling with Diagnostic and Therapeutic Implications","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Profiling (computer programming); Renal cell carcinoma; Cancer research; Medicine; Computational biology; Pathology; Biology; Chemistry; Computer science","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":[0.0002369416,0.0003330206,0.0004750243,0.0007718634,0.0002872611,0.0008548048,0.0002440547,0.0004011838,0.0007243479],"category_scores_gemma":[0.0003790872,0.0001274162,0.0002306487,0.0008850271,0.0002057622,0.0003283754,0.000280874,0.0004078619,0.0002793547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177114,"about_ca_system_score_gemma":0.0004814425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007614514,"about_ca_topic_score_gemma":0.001599874,"domain_scores_codex":[0.9998395,0.00001809018,0.00001483789,0.00003407952,0.00006190319,0.00003160457],"domain_scores_gemma":[0.999838,0.00002974914,0.00004450488,0.0000144994,0.00004242152,0.00003082966],"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":[0.001356915,0.0002172233,0.3076978,0.0002957799,0.0002731177,0.005345942,0.0001810254,0.001278895,0.5318348,0.001730149,0.003159028,0.1466292],"study_design_scores_gemma":[0.00009293797,0.000779758,0.7288868,0.0001357649,0.000809454,0.02526889,0.001065039,0.006952052,0.1934806,0.004703754,0.03775956,0.00006531175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727423,0.01335869,0.004738823,0.001739352,0.00006662524,0.00006111329,0.002028972,0.00010364,0.005160475],"genre_scores_gemma":[0.9901835,0.004008891,0.003120002,0.0002424889,0.00005159785,0.00001707893,0.001418093,0.00001248925,0.0009458191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008548048,"threshold_uncertainty_score":0.003030717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116084283540242,"score_gpt":0.2337467487781076,"score_spread":0.2225859059427052,"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."}}