{"id":"W6930273240","doi":"10.5281/zenodo.10635468","title":"Carotid Body Tumours: Outcomes of a Multidisciplinary Approach","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Multidisciplinary team; Embolization; Resection; Specialty; Blood loss; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007894318,0.0001627749,0.0002421966,0.0005171472,0.0004837192,0.0007870057,0.0002122264,0.0003154489,0.001697693],"category_scores_gemma":[0.004319672,0.00009872572,0.0003355223,0.0005888855,0.0002849009,0.000591383,0.001300436,0.0004577462,0.000177855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006712954,"about_ca_system_score_gemma":0.000582052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126991,"about_ca_topic_score_gemma":0.002462978,"domain_scores_codex":[0.9990381,0.0002235106,0.0001010621,0.0001070208,0.0002986666,0.0002316011],"domain_scores_gemma":[0.9958751,0.0006594766,0.001856765,0.00007682662,0.0003297182,0.001202197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748269,0.00007466346,0.9861296,0.0000567714,0.00009844868,0.0006505807,0.0002065929,0.0001791032,0.0003193713,0.00003339246,0.0002262266,0.01185053],"study_design_scores_gemma":[0.00001138457,0.000322025,0.9947476,0.00005098671,0.00004140658,0.003076699,0.000940002,0.0001946024,0.000099468,0.00007730642,0.0004315188,0.00000694385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997086,0.001267164,0.000118364,0.0002059465,0.00001802635,0.00001381084,0.00007577577,0.00000348217,0.001211471],"genre_scores_gemma":[0.9992998,0.0003704734,0.00007242095,0.00003335155,0.00002485262,0.00000898478,0.0001093494,0.000001726628,0.00007898592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697693,"threshold_uncertainty_score":0.005679309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324880867191228,"score_gpt":0.2822405021098491,"score_spread":0.2489916934379368,"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."}}