{"id":"W4387320129","doi":"10.48083/ueml5802","title":"Ablative Therapies for Localized Primary Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Cancer Council Victoria; Australian Government","keywords":"Cryoablation; SABR volatility model; Medicine; Microwave ablation; Renal cell carcinoma; Ablative case; Radiofrequency ablation; Nephrectomy; Ablation; Surgery; Radiation therapy; Radiosurgery; Radiology; Kidney; Urology; Internal medicine","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":[0.0003022772,0.0001623797,0.0003858099,0.0005523989,0.000192546,0.0002618276,0.0001814401,0.0001761359,0.002278782],"category_scores_gemma":[0.0003900704,0.00003868585,0.0004563996,0.0004142438,0.0001689144,0.0002352982,0.0002523657,0.0005385643,0.0005334828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913829,"about_ca_system_score_gemma":0.0004104841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003833038,"about_ca_topic_score_gemma":0.002133708,"domain_scores_codex":[0.9998838,0.00003332438,0.00001525917,0.00001175979,0.00004197214,0.00001385811],"domain_scores_gemma":[0.9998959,0.00004112457,0.00002776486,0.000004791061,0.00001946084,0.00001100039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002555642,0.0002967012,0.001959902,0.005437476,0.0001693139,0.0004431867,0.00006931195,0.0004129944,0.007839204,0.002375174,0.01299253,0.9677486],"study_design_scores_gemma":[0.0003683926,0.003583623,0.0262916,0.005796491,0.0006372629,0.009765472,0.0001729593,0.0006229595,0.01022112,0.005991914,0.9365043,0.00004399482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0141664,0.9667549,0.00170135,0.002576545,0.0004131061,0.0000626867,0.0001121519,0.0000382121,0.01417474],"genre_scores_gemma":[0.1548566,0.835121,0.002417797,0.002160868,0.001246153,0.0001125338,0.0003545003,0.00001081688,0.003719815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002278782,"threshold_uncertainty_score":0.007623255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523251847998053,"score_gpt":0.3029730661051941,"score_spread":0.2577405476252136,"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."}}