{"id":"W4390516715","doi":"10.1007/978-981-19-7900-2_11","title":"Carotid Body Tumours and Paragangliomas","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Paraganglioma; Neural crest; Larynx; Carotid body; Head and neck; Malignancy; Salivary gland; Glomus tumor; Pathology; Parotid gland; Carotid arteries; Anatomy; Biology; Internal medicine; Surgery","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":[0.0001026809,0.0006497812,0.0004222082,0.001195612,0.0007037035,0.001710507,0.0005331013,0.001245128,0.04509711],"category_scores_gemma":[0.0003375914,0.0002644717,0.0003039945,0.001107882,0.000718574,0.001446084,0.001138835,0.001867333,0.01883226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007383726,"about_ca_system_score_gemma":0.0006764544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345867,"about_ca_topic_score_gemma":0.009234596,"domain_scores_codex":[0.9999056,0.0000113723,0.000004065831,0.0000113607,0.00005304242,0.00001454309],"domain_scores_gemma":[0.9999244,0.00003940972,0.000004213847,0.000005206861,0.00001461011,0.00001210614],"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":[0.00003281934,0.00006234619,0.0001606957,0.0005024645,0.000007232033,0.001502223,0.0007108771,0.0008508595,0.002089188,0.1325181,0.5356424,0.3259208],"study_design_scores_gemma":[0.000001827268,0.000008120737,0.0001545162,0.0001055676,0.00000198026,0.0008144921,0.00005178048,0.00006481888,0.0001077993,0.009654975,0.9890302,0.000003898561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008604325,0.06290108,0.001360522,0.001739141,0.005091827,0.00002272678,0.00009423376,0.00008240728,0.9278477],"genre_scores_gemma":[0.003962645,0.03101976,0.0009021661,0.0009915057,0.002083438,0.00002011296,0.0000800124,0.00005300448,0.9608874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04509711,"threshold_uncertainty_score":0.1508649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526597975207014,"score_gpt":0.2563491791828943,"score_spread":0.2310831994308242,"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."}}