{"id":"W4240378342","doi":"10.5489/cuaj.149","title":"Partial Nephrectomy for T1b Renal Cell Carcinoma: A Safe and Superior Treatment Option","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Nephrectomy; Renal cell carcinoma; Medicine; Urology; Surgery; Oncology; Internal medicine; Kidney","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":[0.0001587957,0.0002437022,0.00046045,0.0004498917,0.0006186789,0.0004036928,0.0002390745,0.0004258826,0.003082717],"category_scores_gemma":[0.0004006351,0.0001103135,0.0006183129,0.0003439997,0.0003832063,0.0007705509,0.0003988523,0.0008202259,0.0005171117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272789,"about_ca_system_score_gemma":0.0007215284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006716778,"about_ca_topic_score_gemma":0.003394908,"domain_scores_codex":[0.9999179,0.00001099582,0.000005823722,0.00001428515,0.00002971953,0.00002132475],"domain_scores_gemma":[0.9998869,0.00002553764,0.00001820415,0.00001459798,0.000007846086,0.0000469081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003517648,0.0005986506,0.04511756,0.001331284,0.0004929506,0.03557145,0.0002506847,0.005625736,0.07368276,0.008965341,0.01202781,0.8128181],"study_design_scores_gemma":[0.0007161306,0.006648924,0.2953138,0.0003932231,0.0007120178,0.5437859,0.0005075517,0.008715317,0.02722834,0.03602974,0.0797656,0.0001835856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348553,0.05255745,0.04856741,0.01062896,0.001126925,0.0001597232,0.0009587526,0.0004903858,0.05065507],"genre_scores_gemma":[0.9765826,0.009710465,0.007333601,0.0008862857,0.0009233306,0.00002782466,0.0003469065,0.00008008532,0.004108923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993283,"threshold_uncertainty_score":0.01031274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288691590171357,"score_gpt":0.2358814768037453,"score_spread":0.2129945609020317,"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."}}