{"id":"W3037654509","doi":"10.1016/j.jtcvs.2020.05.117","title":"Pulmonary vein stenosis: Treatment and challenges","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Pulmonary vein stenosis; Stenosis; Medicine; Cardiology; Radiology; Internal medicine; Pulmonary vein; Atrial fibrillation","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":[0.0004598495,0.0001701291,0.0009949512,0.00009106172,0.00005191051,0.00002074089,0.00001946483,0.00007086321,0.000007760166],"category_scores_gemma":[0.00005886479,0.0001175488,0.001216106,0.0000799168,0.00004404283,0.0001116707,0.00002722041,0.0001046652,0.000002920997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003221056,"about_ca_system_score_gemma":0.00007313926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007855859,"about_ca_topic_score_gemma":1.23052e-7,"domain_scores_codex":[0.9989385,0.0001170973,0.0003004357,0.0001960908,0.0002938531,0.0001540304],"domain_scores_gemma":[0.9991876,0.00009808089,0.0001038256,0.000172917,0.00008779082,0.0003498092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004859058,0.00009685657,0.02399566,0.0002803871,0.006122164,0.005810274,0.0003929473,0.000008432231,0.00003803704,0.000005497392,0.0001183698,0.9626455],"study_design_scores_gemma":[0.003695173,0.002630397,0.6091924,0.001416348,0.01879329,0.05388087,0.004318543,0.0001154161,0.002406423,0.0001255156,0.3025318,0.0008937744],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5775629,0.4190185,0.00004058754,0.002511328,0.0001279155,0.0001007459,0.000004438428,0.00001109331,0.0006224997],"genre_scores_gemma":[0.8125941,0.186615,0.0001094408,0.0001100596,0.0005300125,0.000003927442,0.000002058764,0.00001676297,0.00001861774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9617517,"threshold_uncertainty_score":0.4793501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482876790847697,"score_gpt":0.2742929926064364,"score_spread":0.2094642246979594,"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."}}