{"id":"W2793460396","doi":"10.1016/j.siny.2018.03.003","title":"Surgical management of a patent ductus arteriosus: Is this still an option?","year":2018,"lang":"en","type":"review","venue":"Seminars in Fetal and Neonatal Medicine","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Ductus arteriosus; Intensive care medicine; Observational study; Ligation; Randomized controlled trial; Population; Perioperative; Pediatrics; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003029167,0.0004271675,0.001944888,0.0003410087,0.00003955738,0.000006121723,0.0001097807,0.0002178992,0.0005079205],"category_scores_gemma":[0.00001152789,0.0002804364,0.0004129932,0.0003654653,0.0004254907,0.00006144218,0.0001284125,0.000243144,0.00002941721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009740573,"about_ca_system_score_gemma":0.00004409202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005296897,"about_ca_topic_score_gemma":0.000003532762,"domain_scores_codex":[0.9978691,0.00007714146,0.000698618,0.0005956738,0.0004896253,0.0002698036],"domain_scores_gemma":[0.9988719,0.00004439632,0.0002294998,0.0005623142,0.0000649561,0.0002269207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007908976,0.0001757067,0.00003657029,0.01023741,0.001020316,0.009877411,0.0002572684,1.447289e-8,1.522155e-7,0.00008785487,0.0002240849,0.9780041],"study_design_scores_gemma":[0.003969308,0.001772671,0.0002722095,0.07668658,0.004698243,0.01345576,0.0002650814,0.000009334156,0.000003048401,0.00009907209,0.8984567,0.0003119854],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003996575,0.9932294,0.00001002457,0.00006913818,0.0002983982,0.0009592496,0.0001428723,0.00002132922,0.001272987],"genre_scores_gemma":[0.001793558,0.9952496,0.0003411496,0.00002582337,0.0002624046,0.00009350792,0.0008364369,0.00003782342,0.001359654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776921,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484402725534264,"score_gpt":0.327186369501581,"score_spread":0.2823423422462383,"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."}}