{"id":"W1172870045","doi":"10.1148/radiol.2015132798","title":"Case 221: Hereditary Leiomyomatosis and Renal Cell Cancer Syndrome","year":2015,"lang":"en","type":"article","venue":"Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Abdomen; Pelvis; Radiology; Physical examination; Magnetic resonance imaging; Nuclear 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":[],"consensus_categories":[],"category_scores_codex":[0.0001135841,0.0001505518,0.0003637645,0.00008375437,0.00003604567,0.000004565195,0.00003765276,0.0001249708,0.0001179534],"category_scores_gemma":[0.00001711512,0.0001163491,0.00004957372,0.00008035076,0.0001166985,0.00003586915,0.00003809473,0.0001284829,0.00005079227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664584,"about_ca_system_score_gemma":0.0001326514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005257205,"about_ca_topic_score_gemma":0.00002294893,"domain_scores_codex":[0.9991257,0.0000735356,0.0001701502,0.0002779203,0.00009724699,0.0002554894],"domain_scores_gemma":[0.9992779,0.00005702319,0.00004614305,0.0002324029,0.00004640362,0.0003401636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007643946,0.000384626,0.2937296,0.000316743,0.0006080655,0.6141374,0.001390745,0.00004090492,0.01387342,0.0001582666,0.06874604,0.005849892],"study_design_scores_gemma":[0.004743967,0.002521503,0.07810641,0.00004567777,0.0004731539,0.8996307,0.0002917178,0.0001656675,0.005808239,0.000140575,0.007795713,0.0002767054],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860784,0.00941583,0.00001275552,0.0006484343,0.0002690304,0.0002240736,0.00001517568,0.00004456554,0.003291699],"genre_scores_gemma":[0.9975982,0.0001453571,0.0006674668,0.0003038654,0.0002041595,0.00004886493,0.00002078365,0.00002042758,0.0009908688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854933,"threshold_uncertainty_score":0.4744578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114823574892032,"score_gpt":0.2709645659892641,"score_spread":0.2298163302403438,"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."}}