{"id":"W4407810369","doi":"10.1007/978-3-031-70973-9_6","title":"Persistent Ductus Arteriosus (PDA)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ductus arteriosus; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001789815,0.0005551965,0.0003504358,0.0009402843,0.0005260369,0.001426144,0.0004702357,0.0009720427,0.06488841],"category_scores_gemma":[0.0004851257,0.0001800893,0.0002545578,0.0007570948,0.0005706841,0.001359822,0.001051793,0.001629444,0.03476993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005738851,"about_ca_system_score_gemma":0.0006809994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525801,"about_ca_topic_score_gemma":0.005314078,"domain_scores_codex":[0.9998928,0.00001608133,0.000005502909,0.00001462773,0.00005930425,0.00001160523],"domain_scores_gemma":[0.9998922,0.00005820017,0.000007059303,0.000008142981,0.00002047471,0.00001388903],"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":[0.0000126799,0.00004311424,0.00009122836,0.0002525093,0.000003066252,0.000373588,0.0001791716,0.0002548742,0.0005406631,0.06299496,0.6367043,0.2985498],"study_design_scores_gemma":[0.000001380179,0.000007581083,0.0001133102,0.0001218899,0.000001372437,0.0004637528,0.00003066759,0.00004435583,0.00007284189,0.00643261,0.9927078,0.000002574345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005449698,0.03404272,0.003272349,0.002940536,0.0046075,0.00003785651,0.0002187955,0.0001459129,0.9541894],"genre_scores_gemma":[0.001829556,0.01815037,0.001542972,0.001531097,0.0008949349,0.00002870949,0.0001326097,0.0000567742,0.9758329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06488841,"threshold_uncertainty_score":0.2170734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722308110000815,"score_gpt":0.233057279729051,"score_spread":0.2158341986290429,"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."}}