{"id":"W2342779827","doi":"10.1136/archdischild-2014-306214","title":"Reflections of the changes in patent ductus arteriosus management during the last 10 years","year":2016,"lang":"en","type":"review","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Ductus arteriosus; Medicine; Intensive care medicine; Pediatrics; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005585048,0.0002523609,0.000709592,0.0003392857,0.00005448969,0.00000727879,0.0002383879,0.00004121845,0.00004358023],"category_scores_gemma":[0.00002088223,0.0001372013,0.0009826353,0.0002958462,0.0002046319,0.0000345925,0.0002835897,0.0001962634,0.00001137639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906478,"about_ca_system_score_gemma":0.0001110002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002027301,"about_ca_topic_score_gemma":0.0001111769,"domain_scores_codex":[0.9986261,0.0001374659,0.0003976111,0.0003237763,0.0002884906,0.0002265551],"domain_scores_gemma":[0.9989117,0.00007631745,0.0001781739,0.0007388558,0.000009436993,0.00008548229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001093824,0.0006201803,0.0008721066,0.005290465,0.001849976,0.0008437748,0.0003708147,0.000004678742,0.000002103076,0.0001766989,0.000004143616,0.9898556],"study_design_scores_gemma":[0.003480665,0.0001097406,0.913512,0.03468544,0.002205399,0.0002889999,0.0001194528,7.836778e-7,0.000007369303,0.000411661,0.04490568,0.0002728213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03698578,0.9592692,0.000001802005,0.000098255,0.0001425213,0.001804268,0.0007370124,0.00001327393,0.0009479332],"genre_scores_gemma":[0.1878203,0.8114904,0.00002599279,0.000007040517,0.00007586883,0.0002278631,0.0001142417,0.00003293802,0.0002053349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895828,"threshold_uncertainty_score":0.5594906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655055695532089,"score_gpt":0.2815882711842373,"score_spread":0.2650377142289164,"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."}}