{"id":"W4388741007","doi":"10.1016/j.ijrobp.2023.08.040","title":"When Ice Hurts","year":2023,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Chromophobe cell; Renal cell carcinoma; Scopus; Intervention (counseling); Internal medicine; Oncology; Clear cell; MEDLINE; Psychiatry","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":[0.003583996,0.000786807,0.00103027,0.0007244131,0.01315398,0.007974928,0.001486228,0.06227188,0.02744668],"category_scores_gemma":[0.02105866,0.0007298364,0.00152903,0.0004912082,0.003460083,0.005791704,0.004263602,0.06320522,0.01298094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00569322,"about_ca_system_score_gemma":0.01070279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551718,"about_ca_topic_score_gemma":0.03390606,"domain_scores_codex":[0.9966201,0.000564476,0.000229518,0.000413865,0.001073073,0.001098937],"domain_scores_gemma":[0.9934772,0.001572302,0.0003397955,0.0002036182,0.0009616247,0.003445532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002024423,0.00001663499,0.0003378359,0.00001646477,0.000006710197,0.001144149,0.000179558,0.00001923183,0.00007161729,0.002685345,0.9920971,0.003405036],"study_design_scores_gemma":[0.00002438486,0.00002735902,0.0004981161,0.000152133,0.0000107855,0.001005356,0.0008501886,0.00006654462,0.00007550712,0.005732024,0.991533,0.00002471017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003703389,0.001034045,0.00005412249,0.9516132,0.03429148,0.000009169844,0.00002650808,0.00002390524,0.01257724],"genre_scores_gemma":[0.002694407,0.0006278522,0.00006803666,0.9464895,0.01732061,0.00001553076,0.00001694892,0.00003166664,0.03273549],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06227188,"threshold_uncertainty_score":0.09181833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807194015268928,"score_gpt":0.3304956374430785,"score_spread":0.2924236972903893,"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."}}