{"id":"W3087058492","doi":"10.1097/ppo.0000000000000468","title":"Prognostic and Predictive Factors in Metastatic Renal Cell Carcinoma","year":2020,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Renal cell carcinoma; Medicine; Clinical trial; Oncology; Internal medicine; Disease","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":[0.0002841295,0.0004809196,0.001708116,0.0001964647,0.0001028641,0.00005856919,0.0002244682,0.00009863079,0.0001347264],"category_scores_gemma":[0.00008104634,0.0002394912,0.0003826683,0.0003296171,0.0001113318,0.0000559307,0.00008992554,0.001472159,0.0000107727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008356922,"about_ca_system_score_gemma":0.001328686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005056791,"about_ca_topic_score_gemma":0.00001025498,"domain_scores_codex":[0.9978168,0.0003798017,0.0006598923,0.0003605128,0.0004200243,0.0003629639],"domain_scores_gemma":[0.9985334,0.000303739,0.0004834735,0.0002499108,0.0000680595,0.0003613927],"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":[0.0004189387,0.000299025,0.02065988,0.02707483,0.002066004,0.008517741,0.003851955,0.00002063003,0.00001685479,0.000008599394,0.002590084,0.9344755],"study_design_scores_gemma":[0.004050977,0.003033737,0.03049037,0.02873794,0.0326,0.009754999,0.0006835847,0.00008632079,0.0001245255,0.000176752,0.8893389,0.0009218863],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01050474,0.9873692,0.00001676599,0.000193332,0.0001764545,0.001360824,0.00008179307,0.00001042908,0.0002865049],"genre_scores_gemma":[0.02728505,0.9717945,0.00005616933,0.00005030769,0.0004332259,0.00013115,0.0000322502,0.00006832866,0.0001489653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9335536,"threshold_uncertainty_score":0.9766167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07431645940845767,"score_gpt":0.3297960317168542,"score_spread":0.2554795723083966,"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."}}