{"id":"W4387393316","doi":"10.1097/spc.0000000000000675","title":"Perioperative systemic therapy in renal cell carcinoma","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; Dalhousie University","funders":"","keywords":"Medicine; Pembrolizumab; Renal cell carcinoma; Perioperative; Nephrectomy; Oncology; Internal medicine; Adjuvant; Kidney cancer; Adjuvant therapy; Systemic therapy; Disease; Immunotherapy; Intensive care medicine; Surgery; Cancer; Kidney","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":[0.0004572749,0.0006200954,0.001505081,0.001360155,0.0002041866,0.0007983969,0.0006400095,0.0005997164,0.004191518],"category_scores_gemma":[0.001102557,0.0001734669,0.0007762671,0.001320409,0.0002423345,0.0006962353,0.0005304385,0.0008844032,0.0009753709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905923,"about_ca_system_score_gemma":0.001033149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361255,"about_ca_topic_score_gemma":0.001797476,"domain_scores_codex":[0.9997806,0.00005012452,0.00005101939,0.00003248583,0.00007185117,0.00001397474],"domain_scores_gemma":[0.9996415,0.0001890001,0.00009193113,0.000006705257,0.00005373204,0.00001716524],"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":[0.00007294535,0.00002828904,0.000162009,0.08784308,0.0002595017,0.000115612,0.00004705019,0.0002372297,0.0004716186,0.0009734269,0.02079229,0.8889968],"study_design_scores_gemma":[0.00006512456,0.0001778807,0.001893248,0.0680991,0.001277951,0.002610159,0.0001076838,0.0001578381,0.0004984374,0.001069444,0.9240142,0.00002886949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007755272,0.9992319,0.00003714918,0.00009182969,0.0001205173,0.000006405597,0.00001516411,0.000003084338,0.0004163442],"genre_scores_gemma":[0.0005884814,0.9989618,0.00006068012,0.000125201,0.0001077391,0.000006760701,0.00002150875,9.968023e-7,0.0001267544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004191518,"threshold_uncertainty_score":0.01402205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226154718640314,"score_gpt":0.4261643303341928,"score_spread":0.2035488584701614,"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."}}