{"id":"W4210303093","doi":"10.1016/j.jpedsurg.2021.12.043","title":"Differentiating congenital ovarian cysts from other abdominal cystic lesions in female infants: A study by the Canadian Consortium for Research in Pediatric Surgery (CanCORPS).","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Centre hospitalier de l'Université Laval; McMaster University; University of Calgary; University of Toronto; Montreal Children's Hospital; Western University; Hospital for Sick Children; Université de Montréal; McMaster Children's Hospital; London Health Sciences Centre; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; University of Ottawa; McGill University Health Centre; Children's Hospital of Eastern Ontario; Children's Hospital of Western Ontario; BC Children's Hospital","funders":"","keywords":"Medicine; Ovarian cyst; Cyst; Prenatal diagnosis; Ovary; Obstetrics; Gestation; Fetus; Pregnancy; Etiology; Gestational age; Cohort; Gynecology; Surgery; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00110459,0.0003296639,0.0003004364,0.001662234,0.001010492,0.0006288071,0.0007044718,0.0003686274,0.000713508],"category_scores_gemma":[0.004172631,0.000284009,0.0003806995,0.002372883,0.0004643525,0.0002206855,0.0005347232,0.0003928433,0.00009613211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321331,"about_ca_system_score_gemma":0.006421747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6822466,"about_ca_topic_score_gemma":0.6918182,"domain_scores_codex":[0.9988017,0.00009421527,0.00008129831,0.0001522024,0.000681786,0.0001887564],"domain_scores_gemma":[0.9975715,0.0002293949,0.0007307376,0.00008691219,0.0009509764,0.0004304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001189093,0.000004688623,0.9988465,0.000007043707,0.000008161482,0.00009103624,0.00008268093,0.000005229329,0.00007397898,0.000009336069,0.0001015709,0.0007578403],"study_design_scores_gemma":[0.000002014252,0.00001391346,0.9990189,0.00001409238,0.000008797063,0.0003795588,0.0002806559,0.00004230745,0.00003655752,0.00000255306,0.0001987112,0.000001784999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985527,0.000448207,0.0000426386,0.00006685813,0.000007226285,0.00002500797,0.0004405298,0.000002244371,0.0004144472],"genre_scores_gemma":[0.9986851,0.0004758874,0.0001112938,0.00003292192,0.000005629597,0.00001479079,0.0005829431,0.000002054683,0.00008950804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177534,"threshold_uncertainty_score":0.6392493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09631060844295432,"score_gpt":0.322312848325341,"score_spread":0.2260022398823867,"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."}}