{"id":"W3110050315","doi":"10.1016/j.jtcvs.2020.11.070","title":"Commentary: Late attrition in Norwood populations: Kicking the can down the road?","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Attrition; Hypoplastic left heart syndrome; Norwood procedure; Stage (stratigraphy); Population; Medicine; Demography; Sociology; Cardiology; Heart disease","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":[0.01076479,0.001106361,0.002906575,0.001255989,0.007387333,0.005304812,0.004789029,0.09388147,0.01213605],"category_scores_gemma":[0.06919341,0.001167273,0.001825379,0.001542104,0.004151206,0.006268064,0.003178146,0.05920423,0.008316828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005993042,"about_ca_system_score_gemma":0.01553461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02271473,"about_ca_topic_score_gemma":0.03134702,"domain_scores_codex":[0.9904482,0.003777056,0.001300321,0.001139204,0.002112127,0.001223015],"domain_scores_gemma":[0.9499405,0.02919861,0.002851161,0.001006285,0.008647045,0.008356391],"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":[0.00004643312,0.00001675907,0.0005258226,0.00006280052,0.00001801698,0.0003063888,0.000136949,0.00001800338,0.00004706423,0.0007152286,0.9951088,0.00299773],"study_design_scores_gemma":[0.0003523329,0.0001363789,0.003892292,0.001876678,0.0001523879,0.00125394,0.002025409,0.0005089193,0.0002415921,0.009875087,0.9794894,0.0001954777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001949022,0.0004846599,0.0000271911,0.975291,0.02328618,0.000007636548,0.00006813985,0.00001129058,0.000629153],"genre_scores_gemma":[0.00145618,0.0003875066,0.0001065219,0.9579781,0.03791,0.0000379614,0.00002933052,0.00001583655,0.002078471],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09388147,"threshold_uncertainty_score":0.05693036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04916636011762945,"score_gpt":0.2933170595133407,"score_spread":0.2441506993957113,"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."}}