{"id":"W3137403384","doi":"10.1007/s12105-020-01236-x","title":"Vascular Anomalies of the Head and Neck: A Pediatric Overview","year":2021,"lang":"en","type":"review","venue":"Head and Neck Pathology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Head and neck; Medicine; Hemangioma; Otorhinolaryngology; Vascular Tumors; Vascular malformation; Angioma; Head and neck surgery; Pathology; Vascular anomaly; Vascular tumor; Anatomy; Radiology; Vascular disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002628332,0.0002950665,0.001891988,0.0001731037,0.000113998,0.00001479479,0.00009220545,0.000357161,0.00006483096],"category_scores_gemma":[0.00007218868,0.0001829134,0.0006415301,0.0003805686,0.0001176454,0.00004151482,0.0002084163,0.000296508,0.000009156667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001738441,"about_ca_system_score_gemma":0.0002203669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261512,"about_ca_topic_score_gemma":0.00001820915,"domain_scores_codex":[0.9984785,0.0002156312,0.0005542708,0.0003416836,0.0001623699,0.0002475898],"domain_scores_gemma":[0.9989617,0.00006443903,0.0002238443,0.0005810874,0.0000751068,0.00009380858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001164178,0.0004106672,0.011223,0.1351481,0.0006220831,0.000545196,0.0007600677,1.519354e-7,0.000003994585,0.006402868,0.001463546,0.8434086],"study_design_scores_gemma":[0.000799229,0.000200981,0.01577012,0.007314691,0.002622849,0.003586783,0.00003328916,0.000002130242,6.87511e-7,0.00003600483,0.9694353,0.0001979254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03958892,0.9590519,0.000005348984,0.0001197706,0.0001140848,0.0005908864,0.00003083314,0.00001647732,0.0004817467],"genre_scores_gemma":[0.0002291579,0.9986877,0.0003450627,0.0001745666,0.0001837036,0.00004860247,0.0000711848,0.000030267,0.0002296867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9679717,"threshold_uncertainty_score":0.7458991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289343445418344,"score_gpt":0.3327987894978954,"score_spread":0.2799053550437119,"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."}}