{"id":"W2971977157","doi":"10.12998/wjcc.v7.i17.2487","title":"Systematic review of ablative therapy for the treatment of renal allograft neoplasms","year":2019,"lang":"en","type":"article","venue":"World Journal of Clinical Cases","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiofrequency ablation; Cryoablation; Nephrectomy; Asymptomatic; Irreversible electroporation; Checklist; Surgery; Radiology; General surgery; Ablation; Kidney; Internal medicine","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":[0.009069112,0.001724456,0.00868626,0.01075252,0.0007136338,0.002411813,0.001910783,0.001973399,0.005987557],"category_scores_gemma":[0.03897001,0.0007077674,0.008595646,0.01155162,0.0009336598,0.001937093,0.001332176,0.001151606,0.0004858359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003440636,"about_ca_system_score_gemma":0.01043442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214038,"about_ca_topic_score_gemma":0.01706209,"domain_scores_codex":[0.987379,0.004821593,0.004828364,0.0007741789,0.001916112,0.0002807233],"domain_scores_gemma":[0.9723766,0.01826085,0.005920941,0.0004838869,0.002704475,0.000253386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000106839,0.000007794594,0.0003222718,0.9779761,0.007590272,0.00005942669,0.00007180255,0.00005688826,0.00009927451,0.0001116729,0.0009239183,0.01267376],"study_design_scores_gemma":[0.0002276604,0.0001978039,0.002582329,0.8981501,0.07988031,0.000294362,0.0001534524,0.00007998251,0.0001784778,0.0002514287,0.01797773,0.00002634391],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008515036,0.9969243,0.0002408532,0.0002415624,0.000161931,0.000549614,0.000658248,0.00001096372,0.0003609765],"genre_scores_gemma":[0.0126808,0.9840935,0.0009104401,0.0005456231,0.0001103738,0.00107891,0.0004031617,0.00000896815,0.0001681861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01075252,"threshold_uncertainty_score":0.04796267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09648479395322007,"score_gpt":0.4097845059108096,"score_spread":0.3132997119575895,"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."}}