{"id":"W4393042835","doi":"10.14740/wjon1631","title":"Predictive Factors of Successful Double J Stent Insertion Among Advanced Cervical Cancer Patients","year":2024,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Stent; Odds ratio; Surgery; Cancer; Retrospective cohort study; Obstructive uropathy; Urology; Internal medicine; Urinary system","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":[0.0004009362,0.0002091751,0.0002685486,0.0007295853,0.0004748828,0.0005751706,0.0002874583,0.0005214374,0.002904222],"category_scores_gemma":[0.004499674,0.0002045508,0.0003919932,0.0008952048,0.000322293,0.0004051501,0.000315356,0.000781569,0.0002278664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179659,"about_ca_system_score_gemma":0.0005008968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000974,"about_ca_topic_score_gemma":0.002778307,"domain_scores_codex":[0.9997262,0.00006038991,0.00003718773,0.00004581228,0.00007690222,0.00005354435],"domain_scores_gemma":[0.9975147,0.0008792191,0.0008900532,0.00008978011,0.000216787,0.0004094828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003433072,0.00001201881,0.9992304,0.000006647639,0.00000742158,0.0001053873,0.00001993654,0.00002271647,0.00005168827,0.000006512475,0.00004620651,0.0004568065],"study_design_scores_gemma":[0.000004160853,0.0001069649,0.9976654,0.00001746145,0.00003801897,0.001130349,0.0002957846,0.0003293898,0.00007443711,0.00003734169,0.0002956785,0.000005001249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979981,0.0008082761,0.00007564651,0.0001112207,0.00001545667,0.00001087377,0.0001618017,0.000003787248,0.0008147993],"genre_scores_gemma":[0.9994662,0.0002237853,0.00008304819,0.00001496757,0.00001640693,0.000005280433,0.0001119112,0.000001542222,0.00007685105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904222,"threshold_uncertainty_score":0.009715617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221423617737635,"score_gpt":0.3299495111783069,"score_spread":0.3077352750009306,"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."}}