{"id":"W4389956920","doi":"10.1161/circ.148.suppl_1.14502","title":"Abstract 14502: Contemporary Practices and Outcomes in Primary Pulmonary Vein Stenosis: A PVS Network Study","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Pulmonary vein stenosis; Cohort; Sildenafil; Catheter; Retrospective cohort study; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146659,0.0001940277,0.0002352722,0.001232955,0.0004853274,0.0008295231,0.0006664768,0.0003719829,0.001726544],"category_scores_gemma":[0.003640337,0.000229484,0.0003431385,0.002383262,0.0003552682,0.001089814,0.001215316,0.0005038473,0.0003429109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000958442,"about_ca_system_score_gemma":0.00102219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120381,"about_ca_topic_score_gemma":0.01557592,"domain_scores_codex":[0.9989799,0.0002607549,0.0001199807,0.0002654663,0.0002311924,0.0001428073],"domain_scores_gemma":[0.9957792,0.0004700935,0.002474316,0.0002693181,0.0003400224,0.0006671303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001349524,0.00001461788,0.9992943,0.000004843239,0.00001074132,0.00002930196,0.00007221662,0.00001381006,0.00002178224,0.00001117637,0.0001138018,0.0004000086],"study_design_scores_gemma":[0.000006826232,0.00004650198,0.9987168,0.00001000623,0.00001681206,0.0003756052,0.0003500366,0.0001928789,0.0000338776,0.00001456214,0.0002332184,0.000002824729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981324,0.00009938199,0.00006487405,0.00007341819,0.000003482528,0.00001376607,0.001210427,0.00000343238,0.0003988487],"genre_scores_gemma":[0.9979526,0.0001377928,0.0001435227,0.00003628566,0.00001958017,0.00002716883,0.001561697,0.00000457302,0.0001167123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120381,"threshold_uncertainty_score":0.02227718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234158679536751,"score_gpt":0.3335155841701659,"score_spread":0.2711739973747984,"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."}}