{"id":"W4360608651","doi":"10.37766/inplasy2023.3.0083","title":"Stereotactic Radiation therapy in early and locally advanced inoperable renal cell carcinoma: treatment outcomes, patterns of failure and risk factors","year":2023,"lang":"en","type":"report","venue":"","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Distant metastasis; Disease; Radiation therapy; Oncology; Renal cell carcinoma; Internal medicine; Metastasis; Cancer","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":[0.0008750992,0.000280756,0.001640391,0.00124422,0.00009610974,0.0005902858,0.0006016111,0.0006379563,0.001818119],"category_scores_gemma":[0.004383951,0.0001235361,0.0009932176,0.002924292,0.0002111311,0.0005066214,0.0002155604,0.0003671152,0.0003103636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501339,"about_ca_system_score_gemma":0.001265904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003979224,"about_ca_topic_score_gemma":0.007776904,"domain_scores_codex":[0.9995295,0.0001542186,0.0001097724,0.00005969976,0.000122227,0.00002466376],"domain_scores_gemma":[0.9979048,0.001366141,0.0004910174,0.00001944715,0.0001834598,0.00003510931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005489565,0.00005505002,0.01082582,0.2302187,0.002695268,0.0001749224,0.0001419576,0.0003804765,0.0002214485,0.0007500426,0.02679879,0.7271886],"study_design_scores_gemma":[0.0004292627,0.0008006283,0.2194317,0.4270698,0.02425498,0.005523216,0.0008056124,0.0006483187,0.0005566739,0.001414575,0.3189819,0.00008333398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006746823,0.9988723,0.00001348294,0.0001048491,0.00005411495,0.000004530816,0.00006517636,8.702975e-7,0.0002098809],"genre_scores_gemma":[0.007221968,0.9922588,0.00004241359,0.0001243746,0.0001354496,0.00001055055,0.00009836303,9.787288e-7,0.000106989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003979224,"threshold_uncertainty_score":0.007912159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126335936878543,"score_gpt":0.2905195592113962,"score_spread":0.2492561998426108,"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."}}