{"id":"W2106290086","doi":"10.5489/cuaj.2074","title":"Solidifying prognosis after surgery for renal cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Renal cell carcinoma; Medicine; General surgery; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009693077,0.0001263002,0.0002362034,0.0008644995,0.0006918078,0.0009536112,0.0002875082,0.0004432275,0.002527514],"category_scores_gemma":[0.007561247,0.0000708253,0.0002647553,0.0008253704,0.0004698647,0.0006202665,0.000500505,0.000881704,0.0004257303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710802,"about_ca_system_score_gemma":0.00143258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436965,"about_ca_topic_score_gemma":0.04439605,"domain_scores_codex":[0.9993601,0.0001081708,0.00005037592,0.00004160774,0.0002653975,0.0001742335],"domain_scores_gemma":[0.9966959,0.0004539467,0.0006783117,0.0001440742,0.0009062672,0.001121493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867831,0.00003944094,0.8934309,0.00006329032,0.00006017254,0.001679455,0.0004077278,0.0002204541,0.0002699976,0.0007081355,0.01272976,0.09010388],"study_design_scores_gemma":[0.00002301534,0.0002661751,0.95994,0.0003401606,0.0001152926,0.007790057,0.001714314,0.0007723885,0.0003700929,0.003750026,0.02484991,0.00006867974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572165,0.03301197,0.001539016,0.06003154,0.00276509,0.00005911581,0.001178893,0.00006670095,0.04413107],"genre_scores_gemma":[0.9925447,0.003291122,0.0002785609,0.001194054,0.001172746,0.000003978975,0.0004205657,0.000007509283,0.001086715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436965,"threshold_uncertainty_score":0.02857202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265084737617798,"score_gpt":0.2208175457042568,"score_spread":0.1981666983280788,"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."}}