{"id":"W4282930837","doi":"10.1016/j.jacr.2022.05.017","title":"Development and Pilot Evaluation of a Decision Aid for Small Kidney Masses","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health; National Cancer Institute; Doris Duke Charitable Foundation","keywords":"Medicine; Decision aids; Preparedness; Patient satisfaction; Kidney disease; Family medicine; Physical therapy; Medical physics; Surgery; Internal medicine; Alternative medicine; Pathology","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":[0.003851029,0.0006925618,0.0005041978,0.0007694003,0.0005526195,0.001617154,0.00150691,0.001035599,0.01698715],"category_scores_gemma":[0.01303944,0.0003031739,0.0003885179,0.000384215,0.0003504803,0.001214794,0.0008872286,0.0007928465,0.003163682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824052,"about_ca_system_score_gemma":0.002354329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776594,"about_ca_topic_score_gemma":0.003109672,"domain_scores_codex":[0.998746,0.0006027216,0.000108799,0.0001763272,0.0002714979,0.00009459399],"domain_scores_gemma":[0.9892896,0.007441046,0.0002061022,0.0003407747,0.001878933,0.000843483],"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":[0.01666116,0.007581183,0.03685019,0.001248494,0.0002797998,0.003347895,0.002311388,0.01437421,0.02772102,0.003124941,0.05342827,0.8330715],"study_design_scores_gemma":[0.01121076,0.0205036,0.04172454,0.0009779579,0.001271568,0.007116017,0.005392842,0.5721972,0.1165546,0.01149022,0.2109748,0.0005858424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7261186,0.0008815813,0.2175236,0.006525573,0.001335807,0.009645372,0.005116322,0.01691248,0.01594062],"genre_scores_gemma":[0.5596703,0.0005133734,0.42226,0.0014974,0.0002051582,0.001811447,0.002206469,0.0004494515,0.01138637],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01698715,"threshold_uncertainty_score":0.05682766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05509630297033325,"score_gpt":0.3066004775484821,"score_spread":0.2515041745781489,"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."}}