{"id":"W3185821727","doi":"10.1002/ppul.25576","title":"Trends in patent ductus arteriosus ligation in neonates and changes in outcomes: A 10‐year multicenter experience","year":2021,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Mount Sinai Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Ductus arteriosus; Ligation; Incidence (geometry); Bronchopulmonary dysplasia; Pediatrics; Birth weight; Surgery; Gestational age; Retrospective cohort study; Anesthesia; 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":[0.003811442,0.0002855397,0.0004263316,0.001363397,0.0004216243,0.0009649075,0.0006064498,0.0006892906,0.0005202787],"category_scores_gemma":[0.005610435,0.0002459328,0.0005455701,0.001686285,0.000573254,0.001293379,0.0007854847,0.0005145364,0.0001917281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863324,"about_ca_system_score_gemma":0.0008530318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004167079,"about_ca_topic_score_gemma":0.003751514,"domain_scores_codex":[0.9981549,0.0006053529,0.0003734186,0.0004017045,0.0002649097,0.0001997213],"domain_scores_gemma":[0.9939299,0.0007671771,0.003520369,0.000294009,0.0006390287,0.0008496055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005388153,0.00002472677,0.9975503,0.00001088452,0.0000256438,0.0001910995,0.0001294029,0.00003173824,0.0001376145,0.00001077739,0.00005681138,0.00177716],"study_design_scores_gemma":[0.000008619771,0.0004873179,0.9949975,0.00004248833,0.00003970763,0.002733964,0.0008376644,0.0001434746,0.0002146558,0.00001504492,0.0004692741,0.00001035883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981578,0.001234854,0.00008258689,0.0001058074,0.00001007289,0.000007080937,0.0001788727,0.000004804196,0.0002181583],"genre_scores_gemma":[0.9983918,0.0008792237,0.000186581,0.00005237325,0.00003235472,0.00001042659,0.0003785256,0.000004137204,0.00006448554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004167079,"threshold_uncertainty_score":0.0201571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350616137849856,"score_gpt":0.2740061090228857,"score_spread":0.2504999476443872,"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."}}