{"id":"W4387320122","doi":"10.48083/xbcx3386","title":"Kidney Cancer Screening and Epidemiology","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Medicine; Intensive care medicine; Lung cancer screening; Cancer screening; Stage (stratigraphy); Cancer; Kidney disease; Kidney cancer; Disease; Epidemiology; Renal cell carcinoma; Dipstick; False positive paradox; Lung cancer; Oncology; Internal medicine; Urinary system; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001899273,0.0002332521,0.0007452701,0.002845671,0.0006968178,0.001904617,0.0006292642,0.001148124,0.006859719],"category_scores_gemma":[0.01105495,0.0002412061,0.0007006106,0.006342019,0.0007936262,0.001188444,0.001182411,0.001591078,0.0007703244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986271,"about_ca_system_score_gemma":0.004149961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03910027,"about_ca_topic_score_gemma":0.02125001,"domain_scores_codex":[0.9964755,0.001282215,0.0003896993,0.0005705534,0.0008855633,0.0003964402],"domain_scores_gemma":[0.9947995,0.001506098,0.001530317,0.0002283891,0.001285602,0.0006500915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001796748,0.000234402,0.5044208,0.005069603,0.0006269053,0.000445395,0.0005893326,0.001422748,0.0003528546,0.03621532,0.08611512,0.3643278],"study_design_scores_gemma":[0.00003610892,0.0001875647,0.7048128,0.006271084,0.0003267938,0.002747227,0.001098831,0.001382187,0.0002465662,0.01554892,0.2672432,0.00009873452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1401628,0.5998726,0.01169238,0.1047741,0.004229882,0.0005618986,0.02407638,0.0004181964,0.1142117],"genre_scores_gemma":[0.6573927,0.3074701,0.005255396,0.0104929,0.003182373,0.0004471535,0.007296345,0.00006809417,0.008394966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03910027,"threshold_uncertainty_score":0.07774532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206602587060311,"score_gpt":0.3840650633284202,"score_spread":0.263404804622389,"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."}}