{"id":"W4410544422","doi":"10.1002/ccd.31605","title":"Venous Access Alone Versus Arterial and Venous Access for Patent Arterial Duct Device Closure in Childhood","year":2025,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Venous access; Cardiology; Internal medicine; Closure (psychology); Surgery; Catheter","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":[0.0009741352,0.0002595584,0.0004757046,0.0009311878,0.0005712049,0.0008410465,0.0003958507,0.0004837684,0.002201859],"category_scores_gemma":[0.004368535,0.0003152755,0.0006683012,0.001448628,0.0008454975,0.0006919341,0.0006195891,0.000770712,0.0001792194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006580285,"about_ca_system_score_gemma":0.001019418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739585,"about_ca_topic_score_gemma":0.004516706,"domain_scores_codex":[0.9988104,0.0002157599,0.0001350685,0.0002649143,0.0002397845,0.000334128],"domain_scores_gemma":[0.9951584,0.001129585,0.002910838,0.0001428558,0.0001268528,0.0005314355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000157309,0.0000191424,0.9983674,0.00002508556,0.00001918456,0.0002473675,0.00004909762,0.00002398598,0.00005765666,0.00004565656,0.00007361189,0.0009144899],"study_design_scores_gemma":[0.00002185162,0.0005357621,0.9931532,0.00009572762,0.00007638056,0.004616202,0.0006540448,0.0001329162,0.0001910165,0.00008136658,0.0004338787,0.000007663268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998629,0.0006641741,0.00006769192,0.0000410411,0.00001363337,0.000008705922,0.0003121419,0.000001771085,0.0002618408],"genre_scores_gemma":[0.9990399,0.0005037148,0.00009744016,0.00002282575,0.00001944708,0.00001367472,0.0002470236,0.0000029319,0.00005296346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739585,"threshold_uncertainty_score":0.007365942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640204010835336,"score_gpt":0.3376818095273155,"score_spread":0.2712797694189621,"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."}}