{"id":"W2154336771","doi":"10.1634/theoncologist.2011-0337","title":"Impact of Body Composition on Clinical Outcomes in Metastatic Renal Cell Cancer","year":2011,"lang":"en","type":"letter","venue":"The Oncologist","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Renal cell carcinoma; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003197454,0.0002549133,0.001049791,0.00009646711,0.00002658642,0.000006865307,0.0001498477,0.000254504,0.0005863534],"category_scores_gemma":[0.00002990319,0.0001259641,0.0005700401,0.00008241369,0.0002442641,0.00001356294,0.00003695112,0.001014735,0.00004682741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813787,"about_ca_system_score_gemma":0.0003830716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009997223,"about_ca_topic_score_gemma":0.0004406687,"domain_scores_codex":[0.9983964,0.0002506902,0.0005816921,0.0002828323,0.0002460869,0.0002422782],"domain_scores_gemma":[0.9981979,0.0008032076,0.0004293726,0.0004729976,0.00005093984,0.00004555811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006445712,0.002188316,0.2485013,0.00008608379,0.0008696391,0.0006398216,0.00007352097,0.0000170789,0.00002778162,0.000006625599,0.7453428,0.001602479],"study_design_scores_gemma":[0.004287206,0.008672664,0.9552887,0.00040251,0.001620607,0.00001382512,0.000006894227,0.000006584519,0.0002225727,0.00008068304,0.02920886,0.0001889086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6729042,0.0008221239,0.000003506698,0.3145309,0.0007717299,0.001787286,0.0005016295,0.00003360824,0.008645047],"genre_scores_gemma":[0.8393052,0.001417825,0.0001013681,0.1560064,0.0009741907,0.0003409818,0.0002871536,0.00004406591,0.00152273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.716134,"threshold_uncertainty_score":0.9965953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326834532455634,"score_gpt":0.4542650043348345,"score_spread":0.3215815510892711,"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."}}