{"id":"W4402578243","doi":"10.1111/bju.16528","title":"Microwave vs radiofrequency ablation for small renal masses: perioperative and oncological outcomes","year":2024,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Microwave ablation; Perioperative; Poisson regression; Logistic regression; Propensity score matching; Radiofrequency ablation; Odds ratio; Ablation; Renal function; Proportional hazards model; Surgery; Internal medicine; Urology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759185,0.0001316241,0.0004321585,0.0003353661,0.0001127784,0.0004204503,0.0001880017,0.0002141077,0.001112952],"category_scores_gemma":[0.003737644,0.00007779481,0.0005872571,0.0004134891,0.0002223101,0.0004599988,0.000293015,0.0002544059,0.0001601894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123864,"about_ca_system_score_gemma":0.0002657829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002408079,"about_ca_topic_score_gemma":0.0005608321,"domain_scores_codex":[0.9994639,0.0001775344,0.00007230281,0.000108758,0.0001118648,0.00006571993],"domain_scores_gemma":[0.9971751,0.0008452964,0.001573889,0.00009142113,0.0000913833,0.0002229192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009947509,0.0002667083,0.946493,0.0002477514,0.0009079587,0.0001050426,0.00008812713,0.0005320119,0.001156599,0.0001179387,0.0002904965,0.03984681],"study_design_scores_gemma":[0.0002551483,0.00670384,0.9885343,0.000069834,0.0006691212,0.0009245782,0.0001802011,0.001006197,0.0008465728,0.0001291827,0.0006657068,0.00001535206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975359,0.001763582,0.000249206,0.00004895317,0.00001257091,0.0000113412,0.0001173735,0.000002851249,0.0002579967],"genre_scores_gemma":[0.999339,0.0002836737,0.0001046181,0.00002377668,0.00003646347,0.0000096075,0.0001479148,0.000001603423,0.00005327907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001759185,"threshold_uncertainty_score":0.00930357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013354079126892,"score_gpt":0.2870227616465975,"score_spread":0.2568892208553286,"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."}}