{"id":"W2626327171","doi":"","title":"HISTOPATHOLOGICAL ANALYSIS OF PERITUMORAL PSEUDOCAPSULE AND SURGICAL MARGIN STATUS AFTER ENDOSCOPIC ROBOT-ASSISTED SIMPLE ENUCLEATION (ERASE) FOR RENAL CELL CARCINOMA.","year":2016,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enucleation; Renal cell carcinoma; Surgical margin; Margin (machine learning); Surgery; Radiology; Pathology; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006026541,0.0001225395,0.0001884158,0.0009964691,0.000200465,0.000338904,0.0002355166,0.000240162,0.0006197223],"category_scores_gemma":[0.001146419,0.0001744527,0.0003090739,0.0003900019,0.0002753923,0.0002523022,0.0002873498,0.0001571748,0.000156225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392909,"about_ca_system_score_gemma":0.0002467487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353066,"about_ca_topic_score_gemma":0.00225301,"domain_scores_codex":[0.9997236,0.0000538526,0.00003323203,0.00004960302,0.00008493772,0.00005471871],"domain_scores_gemma":[0.9988467,0.0002138007,0.000508659,0.0000942284,0.0001392003,0.000197462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005157642,0.00003777497,0.9895805,0.0000275182,0.00003689928,0.002725248,0.00007126884,0.00005462897,0.003016694,0.000009685552,0.00005554585,0.003868543],"study_design_scores_gemma":[0.000005945382,0.000222453,0.9943516,0.00000383124,0.0000183369,0.004309623,0.00007104649,0.0001228757,0.0006869294,0.000005300848,0.0001985247,0.000003564749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989362,0.0004380691,0.0001306197,0.000005510588,0.000004965547,0.00001565978,0.0001288066,0.000004345731,0.0003356753],"genre_scores_gemma":[0.9991906,0.000156506,0.0001744067,0.00001039703,0.000006776349,0.000009016122,0.0002413991,0.000001867284,0.0002088793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001353066,"threshold_uncertainty_score":0.00318712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472370229425481,"score_gpt":0.2984333126573643,"score_spread":0.2437096103631095,"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."}}