{"id":"W2165242984","doi":"10.1001/archotol.131.12.1065","title":"Lymphatic Vessel Density, Nodal Metastases, and Prognosis in Patients With Head and Neck Cancer","year":2005,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Lymphatic system; Lymphatic vessel; Medicine; Pathology; Carcinoma; Head and neck squamous-cell carcinoma; Cancer; Biopsy; Hypopharyngeal cancer; Laryngectomy; Larynx; H&E stain; Lymphovascular invasion; Head and neck cancer; Lymph node; Metastasis; Immunohistochemistry; 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":[0.0002218071,0.0001401281,0.0001755694,0.0002940575,0.0001905245,0.0002018995,0.0001517782,0.000248087,0.0008961721],"category_scores_gemma":[0.001109528,0.00009179663,0.0001218116,0.000334786,0.0002204768,0.0002293387,0.000138502,0.000183221,0.0001279675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587131,"about_ca_system_score_gemma":0.0002039514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431652,"about_ca_topic_score_gemma":0.004806649,"domain_scores_codex":[0.9999127,0.00002267028,0.000006827006,0.00001463578,0.00002013913,0.00002299757],"domain_scores_gemma":[0.9996126,0.0001231364,0.0001282143,0.00001235628,0.00004128737,0.00008247515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001872283,0.0000160528,0.9974853,0.000008318137,0.00001367552,0.000127624,0.00002277176,0.00007400418,0.0003963873,0.000005361611,0.00006758713,0.00159567],"study_design_scores_gemma":[0.00001575099,0.0001593173,0.9986773,0.000004591006,0.00001889984,0.0006122711,0.00007461906,0.0001940158,0.0000981753,0.00001318623,0.0001294886,0.00000229277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993373,0.000374903,0.00003270399,0.00002778745,0.000003119081,0.00000282067,0.00005720732,0.000001549901,0.000162668],"genre_scores_gemma":[0.999693,0.00009827168,0.00002886164,0.0000110078,0.000007030723,0.000003324336,0.00008528316,4.303928e-7,0.00007278179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431652,"threshold_uncertainty_score":0.00483495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622270292251522,"score_gpt":0.2657785035870386,"score_spread":0.2495558006645234,"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."}}