{"id":"W4378627757","doi":"10.1111/apa.16853","title":"EBNEO Commentary: Precision management of the patent ductus arteriosus in micropreemies","year":2023,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Ductus arteriosus; Randomized controlled trial; Pharmacotherapy; Shunt (medical); Adverse effect; Population; Intensive care medicine; Clinical trial; Pediatrics; Cardiology; Cohort; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009873995,0.00173327,0.00328472,0.00168167,0.00320133,0.004285369,0.007238113,0.0551462,0.01491914],"category_scores_gemma":[0.07173137,0.001163057,0.002738008,0.001793464,0.005018918,0.005200941,0.002194825,0.05133552,0.01396334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00530447,"about_ca_system_score_gemma":0.01012505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00872415,"about_ca_topic_score_gemma":0.009063968,"domain_scores_codex":[0.9931498,0.002330188,0.0009365217,0.0009490261,0.002115262,0.0005192699],"domain_scores_gemma":[0.9368294,0.04228569,0.002465792,0.001190664,0.01344246,0.003785987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004887696,0.00000883444,0.00003942099,0.0003319386,0.00001718604,0.00008986609,0.00003644121,0.00002671887,0.00003133541,0.0005197151,0.9949937,0.003856032],"study_design_scores_gemma":[0.0002444542,0.00007843043,0.0004355383,0.004320601,0.0001093102,0.0005304167,0.0002176561,0.0002630027,0.0002071746,0.006883844,0.9866396,0.00006993979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001005926,0.006339136,0.0001392068,0.8196113,0.1717993,0.00004680553,0.0003437455,0.00007354869,0.001546308],"genre_scores_gemma":[0.001061448,0.003648834,0.0002523065,0.8477753,0.1442368,0.00008666439,0.00006831237,0.00004551883,0.002824764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0551462,"threshold_uncertainty_score":0.05221933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277984169882034,"score_gpt":0.2349872510967716,"score_spread":0.2122074093979512,"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."}}