{"id":"W2781520549","doi":"10.1016/j.jpeds.2017.11.029","title":"Outcomes of Surgical Ligation after Unsuccessful Pharmacotherapy for Patent Ductus Arteriosus in Neonates Born Extremely Preterm","year":2018,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; Health Sciences Centre; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ductus arteriosus; Ligation; Pharmacotherapy; Neonatology; Pediatrics; Surgery; Internal medicine; Pregnancy","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":[0.0005785722,0.0002530292,0.0006801582,0.0008060702,0.0009401248,0.001107695,0.0005336453,0.000858703,0.001615137],"category_scores_gemma":[0.006042758,0.0002066594,0.0009314767,0.0006009706,0.0006684153,0.0005563932,0.001019663,0.001539668,0.0001690379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055432,"about_ca_system_score_gemma":0.001103817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511753,"about_ca_topic_score_gemma":0.002650905,"domain_scores_codex":[0.9990323,0.0001948321,0.0001393196,0.0001033846,0.0001702449,0.0003598799],"domain_scores_gemma":[0.9958202,0.00139284,0.001477382,0.0001574305,0.0002213007,0.0009309576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006808793,0.0001987599,0.9856818,0.00005383204,0.0001334565,0.005166553,0.0002896518,0.0001379574,0.0002278563,0.0002550118,0.0003112413,0.00686299],"study_design_scores_gemma":[0.00002404879,0.000967215,0.9862499,0.0001078699,0.0001744583,0.00913429,0.001881949,0.0004130958,0.0002297913,0.0004826984,0.0003012739,0.00003331122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987041,0.0004528858,0.00005551668,0.0001322967,0.00001675566,0.000004185261,0.0001030306,0.000002206616,0.0005290108],"genre_scores_gemma":[0.9990368,0.0004134187,0.00004668301,0.00003972301,0.00004164672,0.000009653502,0.0002828066,0.000002329185,0.000126817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002511753,"threshold_uncertainty_score":0.007657766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332263123398403,"score_gpt":0.2968619050327422,"score_spread":0.2735392737987582,"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."}}