{"id":"W4405945558","doi":"10.1016/j.euo.2024.12.011","title":"Treatment-free Survival After First-line Therapies for Metastatic Renal Cell Carcinoma: An International Metastatic Renal Cell Carcinoma Database Consortium Analysis","year":2024,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; University of Alberta; BC Cancer Agency; Alberta Health Services; Baker Hughes (Canada)","funders":"","keywords":"Medicine; Renal cell carcinoma; Oncology; Carcinoma; Internal medicine; Cancer research","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":[0.005387863,0.0004421239,0.001219071,0.003355127,0.0003954133,0.001284243,0.001421579,0.0005530413,0.001461252],"category_scores_gemma":[0.01124393,0.0003235475,0.002679777,0.006028448,0.000260344,0.0008606272,0.001481722,0.001187361,0.000201451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828106,"about_ca_system_score_gemma":0.001553626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03449266,"about_ca_topic_score_gemma":0.03057765,"domain_scores_codex":[0.9952401,0.001374298,0.0008340292,0.001274558,0.0008778913,0.000399077],"domain_scores_gemma":[0.9861376,0.00413062,0.006480113,0.001076964,0.001295358,0.0008794436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121661,0.00006155176,0.989218,0.0001948603,0.002525678,0.0000754473,0.00007553982,0.001151668,0.00005354711,0.000140621,0.00259224,0.002789105],"study_design_scores_gemma":[0.0002344838,0.0001635865,0.9914259,0.00009810216,0.00144262,0.0003177043,0.000215943,0.004200686,0.0000913318,0.0001066869,0.001670619,0.00003241199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358209,0.002516151,0.0008919106,0.0004406385,0.00003288497,0.0001639584,0.05868303,0.00003680474,0.001413649],"genre_scores_gemma":[0.9552804,0.0005046126,0.0005208979,0.0001472701,0.00004328578,0.0002041111,0.04308042,0.00001800923,0.0002011037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03449266,"threshold_uncertainty_score":0.06858379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675184849823367,"score_gpt":0.3105394392865723,"score_spread":0.2637875907883387,"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."}}