{"id":"W4396842244","doi":"10.1016/j.ygyno.2024.04.009","title":"Correlating the KELIM (CA125 elimination rate constant K) score and the chemo-response score as predictors of chemosensitivity in patients with advanced ovarian carcinoma","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Internal medicine; Cohort; Serous carcinoma; Ovarian cancer; Retrospective cohort study; Progression-free survival; Confidence interval; Cancer; Overall survival; Serous fluid; Stage (stratigraphy); Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259929,0.0002005094,0.0005069422,0.00009670758,0.000108753,0.00001806159,0.00007213819,0.0001579277,0.00005905673],"category_scores_gemma":[0.001019485,0.00009847987,0.00006236335,0.0003282768,0.0006363451,0.00006814334,0.000076601,0.0003230675,0.000004271287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953161,"about_ca_system_score_gemma":0.0005781259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060211,"about_ca_topic_score_gemma":0.0001903831,"domain_scores_codex":[0.9983069,0.0005062117,0.00035854,0.0003802805,0.0001813426,0.0002667141],"domain_scores_gemma":[0.9955811,0.003774601,0.0001868602,0.0002581312,0.000135844,0.00006345513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01285622,0.000663546,0.9219494,0.000116212,0.0002486106,0.0004055996,0.002215824,0.0000721704,0.0002039583,0.003385709,0.0001724869,0.05771028],"study_design_scores_gemma":[0.0114625,0.004038895,0.9814932,0.0001867883,0.0003018686,0.00004637564,0.0004673261,0.0007097746,0.0004657544,0.0002556577,0.0004727538,0.00009915365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986527,0.0005086106,0.000009423785,0.00949906,0.0004025554,0.001702084,0.00003128799,0.00003463217,0.001285353],"genre_scores_gemma":[0.9988152,0.00009580913,0.0001315125,0.0006352561,0.00003793107,0.0001854675,0.00003110414,0.00001663856,0.00005109784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05954377,"threshold_uncertainty_score":0.4015892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009540329117824433,"score_gpt":0.2532768980417366,"score_spread":0.2437365689239122,"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."}}