{"id":"W4363675231","doi":"10.21203/rs.3.rs-2733073/v1","title":"3-year Follow-up of a Prospective, Multicenter Study of the Amplatzer Piccolo™ Occluder for Transcatheter Patent Ductus Arteriosus Closure in Children ≥700 grams","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"Chiesi USA; Cook Medical; Edwards Lifesciences","keywords":"Ductus arteriosus; Medicine; Closure (psychology); Multicenter study; Cardiology; Surgery; Internal medicine; Political science; Law; Randomized controlled trial","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":[0.0008515479,0.0002859601,0.0008301532,0.0004585434,0.0001058761,0.0000302939,0.0002941714,0.0002397083,0.00004756178],"category_scores_gemma":[0.0001639227,0.0001928736,0.001388783,0.0004978153,0.0001555486,0.00003279508,0.0003868063,0.0007861129,0.00000930545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545374,"about_ca_system_score_gemma":0.000237415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255077,"about_ca_topic_score_gemma":0.001016081,"domain_scores_codex":[0.9966753,0.0003770747,0.0005461496,0.0006966018,0.001210224,0.0004947016],"domain_scores_gemma":[0.9976437,0.0001268843,0.0001236273,0.001281054,0.0007261485,0.00009856281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086791,0.003040408,0.9864537,0.0008108179,0.00399647,0.00005993215,0.003912556,0.00006787868,0.00009710807,0.00001638533,0.0001328608,0.0003251523],"study_design_scores_gemma":[0.01702619,0.001405001,0.9770555,0.0009632251,0.00056218,0.00001637101,0.002198147,0.00002729512,0.0003283963,0.0002587601,0.00001686949,0.0001420936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844504,0.0002921116,0.00002293613,0.0001468156,0.0002396981,0.01402878,0.0007456513,0.00002713243,0.00004650201],"genre_scores_gemma":[0.9967005,0.00007329766,0.00006395226,0.000004395773,0.00008726843,0.002407599,0.0002421432,0.00007627341,0.0003445235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159394,"threshold_uncertainty_score":0.7865157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08427674750916819,"score_gpt":0.3670731516962426,"score_spread":0.2827964041870744,"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."}}