{"id":"W4396814048","doi":"10.3233/kca-230025","title":"Patient Selection for Active Surveillance for Small Renal Masses: A Systematic Review of the Literature","year":2024,"lang":"en","type":"review","venue":"Kidney Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concordance; Systematic review; Meta-analysis; Comorbidity; MEDLINE; Internal medicine; Cochrane Library; Oncology; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01223372,0.001373776,0.008904601,0.009549707,0.0005927071,0.00229977,0.001698947,0.001648645,0.003749228],"category_scores_gemma":[0.05284845,0.0008540335,0.009418945,0.009833733,0.0009266426,0.001896791,0.001333789,0.0009280342,0.0002368748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980531,"about_ca_system_score_gemma":0.009669646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006297452,"about_ca_topic_score_gemma":0.01893386,"domain_scores_codex":[0.9875306,0.004612629,0.005210184,0.000861984,0.001534245,0.0002504147],"domain_scores_gemma":[0.9513904,0.03717976,0.007597271,0.0006010913,0.002850754,0.0003806844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002870928,0.00001250408,0.00206123,0.9600885,0.01595901,0.0001235736,0.0002280885,0.00007964834,0.0001210655,0.0001077443,0.0008973667,0.02003429],"study_design_scores_gemma":[0.0004446642,0.0002488177,0.007948825,0.8348639,0.1463869,0.0004997168,0.0004385149,0.00011084,0.0001689146,0.0002967569,0.008549024,0.00004307502],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002885343,0.995041,0.0002300734,0.0003429599,0.00009878049,0.0004811253,0.0006752359,0.00001029903,0.000235313],"genre_scores_gemma":[0.05386268,0.9416831,0.001303702,0.0009801374,0.000130323,0.001264936,0.0006526387,0.00001017507,0.0001123031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01223372,"threshold_uncertainty_score":0.06469887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505213495838975,"score_gpt":0.3362367575413587,"score_spread":0.3011846225829689,"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."}}