{"id":"W4323845192","doi":"10.3390/curroncol30030245","title":"Survival Benefits of Adjuvant Chemotherapy for Positive Soft Tissue Surgical Margins Following Radical Cystectomy in Bladder Cancer with Extravesical Extension","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Proportional hazards model; Urology; Population; Chemotherapy; Hazard ratio; Cancer; Surgery; Internal medicine; Oncology; Confidence interval","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":[0.0007049369,0.000105965,0.0002832921,0.0002370347,0.00008807208,0.0002349464,0.0001176605,0.0001428949,0.0007880763],"category_scores_gemma":[0.002540923,0.00004579591,0.0004301331,0.0002515458,0.0001271865,0.0001562691,0.0001733625,0.000237283,0.00004353892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432289,"about_ca_system_score_gemma":0.0003275961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005229164,"about_ca_topic_score_gemma":0.001472363,"domain_scores_codex":[0.9997666,0.0001094959,0.00002993701,0.00002623733,0.00003811928,0.00002952036],"domain_scores_gemma":[0.9985097,0.0006177827,0.0006301756,0.00002928736,0.00005884451,0.0001542439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03840676,0.0007376942,0.7700165,0.001019605,0.0013295,0.0002957774,0.00008639554,0.00149351,0.00311949,0.000103971,0.0007938739,0.182597],"study_design_scores_gemma":[0.0008201099,0.009647767,0.9848713,0.0002392106,0.0009823313,0.0007489086,0.00007310207,0.0007403297,0.0007321743,0.0001297814,0.001005552,0.000009385502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917805,0.007506951,0.00007837775,0.0001530547,0.0000160109,0.00001193876,0.000149884,0.000003993479,0.0002993415],"genre_scores_gemma":[0.998477,0.001203906,0.00006258321,0.00004452066,0.00002391516,0.000006726546,0.0001282385,5.327368e-7,0.00005249554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007880763,"threshold_uncertainty_score":0.003728151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07234482423475894,"score_gpt":0.4076001066931031,"score_spread":0.3352552824583442,"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."}}