{"id":"W4313575600","doi":"10.1007/978-3-030-81488-5_47","title":"Lymphatic Malformations","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Disfigurement; Lymphatic system; Sclerotherapy; Lymphangioma; Presentation (obstetrics); Psychosocial; Distress; Lymphangiogenesis; Lesion; Congenital malformations; Intensive care medicine; Surgery; Pathology; Internal medicine; Cancer; Metastasis","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":[0.000137512,0.0006780447,0.0004050896,0.0009442222,0.0008201891,0.001362022,0.0005930634,0.0008430338,0.0985842],"category_scores_gemma":[0.0003846155,0.0002543004,0.0003747201,0.0006862904,0.0007596626,0.001164479,0.001257406,0.001664614,0.0374137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896543,"about_ca_system_score_gemma":0.0005594013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009514092,"about_ca_topic_score_gemma":0.002695843,"domain_scores_codex":[0.9998928,0.00001484468,0.000004171201,0.0000182119,0.00004926182,0.00002075109],"domain_scores_gemma":[0.9999171,0.00002597304,0.000005208522,0.00001226489,0.00002308387,0.0000162608],"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":[0.00003450659,0.00007920066,0.0002685494,0.0003440891,0.000008218646,0.001620684,0.000397928,0.0006485038,0.003103192,0.1104839,0.4527781,0.4302333],"study_design_scores_gemma":[0.000002156206,0.00001060282,0.000140713,0.0001029956,0.000003241186,0.002230337,0.00004023503,0.00006585479,0.0002863721,0.00626049,0.9908535,0.000003588802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009296885,0.01230984,0.004067433,0.0007558397,0.001475521,0.00004688231,0.0001185483,0.0001929245,0.9801034],"genre_scores_gemma":[0.00455947,0.007799441,0.001432548,0.0007080406,0.000535671,0.00002621569,0.0001050967,0.00006494809,0.9847686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0985842,"threshold_uncertainty_score":0.329797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859763578118564,"score_gpt":0.258060076417529,"score_spread":0.2194624406363433,"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."}}