{"id":"W4312173002","doi":"10.3390/cancers15010073","title":"Identifying Borderline Ovarian Tumor Recurrence Using Routine Ultrasound Follow-Up","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Ultrasound; Malignancy; Retrospective cohort study; Fertility preservation; Surgery; Population; Ovarian tumor; Fertility; Radiology; Ovarian cancer; Cancer; Internal medicine","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":[0.001228073,0.0001523289,0.0003238083,0.001638965,0.0001141848,0.0004575876,0.0002388537,0.0001904208,0.0005333705],"category_scores_gemma":[0.006670628,0.0000902575,0.0002505749,0.0009370346,0.0001592773,0.0004005101,0.0001906099,0.0001736608,0.0001217407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634618,"about_ca_system_score_gemma":0.0003808522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377023,"about_ca_topic_score_gemma":0.003696594,"domain_scores_codex":[0.9992872,0.0002631631,0.0001396335,0.00006421399,0.0002006231,0.00004520686],"domain_scores_gemma":[0.9969074,0.001376352,0.001141763,0.00007900202,0.0004120033,0.00008334994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001653045,0.00004148337,0.8426465,0.000820742,0.00009403448,0.0007844248,0.0001810886,0.0001245828,0.001361925,0.00006113936,0.0006309291,0.1530878],"study_design_scores_gemma":[0.00001537199,0.0004239316,0.980827,0.0008450407,0.0003965303,0.008316893,0.0003923616,0.0005575681,0.002431348,0.00007707898,0.005698963,0.00001791305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999277,0.08869693,0.003341148,0.0005738455,0.00009157581,0.0001702187,0.0008242074,0.00007721545,0.006297071],"genre_scores_gemma":[0.9754826,0.02054087,0.002981546,0.0001229245,0.00007305162,0.00003627893,0.0004178095,0.000004604731,0.0003402113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638965,"threshold_uncertainty_score":0.006494761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04625413862088732,"score_gpt":0.3191513456601545,"score_spread":0.2728972070392671,"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."}}