{"id":"W2002334387","doi":"10.1007/s00330-014-3387-3","title":"Embolization in the management of recurrent secondary post-tonsillectomy haemorrhage in children","year":2014,"lang":"en","type":"article","venue":"European Radiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Interventional radiology; Neuroradiology; Tonsillectomy; Embolization; Radiology; General surgery; Surgery; Neurology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027342,0.0001006568,0.000224283,0.0002654274,0.00002201305,0.000004571086,0.0002214503,0.00002980269,0.0001157639],"category_scores_gemma":[0.0001012605,0.00007352866,0.00004049502,0.0003221783,0.000125012,0.00002908207,0.00008987891,0.0003110789,0.00005945647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813975,"about_ca_system_score_gemma":0.00001013157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000158216,"about_ca_topic_score_gemma":0.00001002129,"domain_scores_codex":[0.9979942,0.001095193,0.0002862201,0.0002407447,0.0001460226,0.000237593],"domain_scores_gemma":[0.999439,0.00008058861,0.00006043431,0.0003437447,0.00004030558,0.00003594318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004843244,0.0005291185,0.6552749,0.0002689587,0.0002137194,0.0004941236,0.003268119,0.00005532542,0.002744779,0.007394277,0.000550203,0.3287221],"study_design_scores_gemma":[0.00200529,0.0003434682,0.9960907,0.00003292958,0.00001895628,0.0002394467,0.0002326531,0.0002795328,0.00009437503,0.00005491978,0.0005443985,0.0000633584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493923,0.0002312808,0.0002440093,0.000382155,0.00007986191,0.0005642747,0.000004409364,0.00001298384,0.04908869],"genre_scores_gemma":[0.9990417,0.00003841945,0.0004265468,0.0002745249,0.00007866301,0.000008504892,0.00006242943,0.00001948062,0.00004967616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408158,"threshold_uncertainty_score":0.2998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00988188876080655,"score_gpt":0.2634169379361292,"score_spread":0.2535350491753227,"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."}}