{"id":"W4416018970","doi":"10.1016/j.ijgc.2025.102509","title":"EVALUATING THE IMPACT OF SURGICAL COMPLEXITY ON OUTCOMES IN SECONDARY CYTOREDUCTIVE SURGERY FOR RECURRENT OVARIAN CANCER: INSIGHTS FROM A TERTIARY CARE CENTER","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Tertiary care; Cytoreductive surgery; Center (category theory); Tertiary level; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060609,0.0002236715,0.0003928834,0.0009813337,0.0008826223,0.002067496,0.0008700146,0.0004711398,0.003352928],"category_scores_gemma":[0.007847067,0.0002129893,0.0006392481,0.001430467,0.0005338236,0.0009841402,0.001994411,0.001066595,0.0002721455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686474,"about_ca_system_score_gemma":0.003956476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368303,"about_ca_topic_score_gemma":0.0539036,"domain_scores_codex":[0.9985812,0.0003749598,0.0001430063,0.0001507497,0.0002958181,0.0004543593],"domain_scores_gemma":[0.9943926,0.001132136,0.002124728,0.000147827,0.0006527498,0.001550005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001286674,0.0002071069,0.9914221,0.00003979062,0.0001097641,0.0001913806,0.0005731396,0.0001013295,0.0001061625,0.0001450063,0.0007054583,0.006270098],"study_design_scores_gemma":[0.00001743175,0.000182225,0.9954567,0.00005468454,0.00005849264,0.0002663449,0.002935542,0.0003315462,0.00005971779,0.0001386364,0.0004867393,0.00001185844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973056,0.0004216089,0.00005787797,0.0007813993,0.00001698247,0.0000144907,0.0002245076,0.000003022627,0.001174449],"genre_scores_gemma":[0.9988343,0.0002540717,0.0001251804,0.000302578,0.00005311683,0.000007360878,0.0003108813,0.000005084048,0.0001075125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02368303,"threshold_uncertainty_score":0.04709035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08600791248976548,"score_gpt":0.4471920142018166,"score_spread":0.3611841017120511,"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."}}