{"id":"W4393155238","doi":"10.62051/4s6rzk59","title":"Hyperthermic Intravesical Chemotherapy Shed New Light on Therapy for NMIBC: A Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"Transactions on Materials Biotechnology and Life Sciences","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Chemotherapy; Oncology; Urology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003178662,0.0002139745,0.0006562556,0.0005819691,0.0001971941,0.00006840403,0.0001192302,0.0002592817,0.001285472],"category_scores_gemma":[0.000009797824,0.0001226237,0.0003677513,0.0006586083,0.0003102633,0.00005603639,0.000001788563,0.0001236764,0.00003398215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002395275,"about_ca_system_score_gemma":0.0001159347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004365511,"about_ca_topic_score_gemma":0.000008216213,"domain_scores_codex":[0.9987703,0.00004463366,0.0002457178,0.0005413827,0.0001678283,0.0002301324],"domain_scores_gemma":[0.9994854,0.0001170088,0.00003674037,0.0002441158,0.00001504511,0.000101742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001718633,0.0005341508,0.000007874324,0.00007951262,0.04390186,0.00003103141,0.0004323706,0.0000857549,0.8878419,0.004863313,0.0003947104,0.06010886],"study_design_scores_gemma":[0.0006336806,0.00260266,0.0001757678,0.00001020525,0.01276369,0.00003049157,0.00005918003,0.0001292301,0.9782825,0.0007630315,0.004404395,0.000145198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839569,0.00420865,0.01301183,0.09728563,0.0002501454,0.0008054304,0.00004829807,0.000308903,0.000124214],"genre_scores_gemma":[0.9945638,0.001394274,0.001834727,0.001342623,0.00006027791,0.00009826339,0.000004115602,0.00001457202,0.0006873731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106069,"threshold_uncertainty_score":0.9996275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249209048088095,"score_gpt":0.3129011126600022,"score_spread":0.2504090221791213,"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."}}