{"id":"W2236929778","doi":"10.1038/jp.2015.213","title":"The impact of a dedicated patent ductus arteriosus ligation team on neonatal health-care outcomes","year":2016,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Children's & Women's Health Centre of British Columbia; Hospital for Sick Children","funders":"","keywords":"Medicine; Ductus arteriosus; Neonatology; Ligation; Intensive care medicine; Pediatrics; Cardiology; 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":[0.002649238,0.0002992909,0.0004137817,0.0006199798,0.001110975,0.001821031,0.000990372,0.001136122,0.004581789],"category_scores_gemma":[0.02015655,0.0002083496,0.0009098436,0.0004466454,0.0005996673,0.001144762,0.002265498,0.001831608,0.0002482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756217,"about_ca_system_score_gemma":0.006983013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007475509,"about_ca_topic_score_gemma":0.01280563,"domain_scores_codex":[0.9955152,0.001769856,0.0003299692,0.0004279561,0.0007991147,0.001157951],"domain_scores_gemma":[0.9820535,0.004741135,0.003226198,0.0004762672,0.001269328,0.008233625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001959284,0.002383008,0.8408526,0.0002970546,0.0008091865,0.002427299,0.0009655589,0.001307333,0.0006068589,0.001832555,0.006445306,0.140114],"study_design_scores_gemma":[0.0002792155,0.002460113,0.9856786,0.0006597947,0.00050806,0.002101428,0.003633577,0.00155319,0.0001814021,0.0009702641,0.001937362,0.0000369356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822088,0.00214337,0.0004481107,0.007367697,0.000410031,0.00004042255,0.0002436904,0.00002240326,0.007115544],"genre_scores_gemma":[0.9973198,0.0007482722,0.0004694408,0.0005866824,0.0003623402,0.00002981866,0.0001729582,0.000009090953,0.0003015838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007475509,"threshold_uncertainty_score":0.01999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702676134454775,"score_gpt":0.3183789287609839,"score_spread":0.3013521674164362,"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."}}