{"id":"W2025774160","doi":"10.1067/mhn.2001.113036","title":"Skin Metastases in Squamous Cell Carcinoma of the Head and Neck","year":2001,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Stage (stratigraphy); Oncology; Internal medicine; Head and neck; Demographics; Metastasis; Distant metastasis; Primary tumor; Radiology; Cancer; 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":[0.00008466775,0.0000836353,0.0003210888,0.00005930188,0.00003230542,0.00000136937,0.00005316588,0.00005425818,0.00005742385],"category_scores_gemma":[0.00005018896,0.00005490529,0.000043874,0.0001611437,0.0001246177,0.00001888659,0.00006523026,0.0001207154,0.000004144615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001795897,"about_ca_system_score_gemma":0.0000478003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008089727,"about_ca_topic_score_gemma":0.001176665,"domain_scores_codex":[0.9993747,0.00006162522,0.0001657363,0.0001468817,0.00006952098,0.0001815552],"domain_scores_gemma":[0.99964,0.00007143374,0.00003929522,0.0001863418,0.00002287042,0.00004002113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178948,0.0001323041,0.994881,0.00007292836,0.000006800486,0.00009623849,0.0004478786,5.481691e-7,0.00260099,0.0001101472,0.0006911581,0.0008420819],"study_design_scores_gemma":[0.001904467,0.0004304899,0.9814973,0.00002254724,0.00003112104,0.0001818914,0.00009764046,0.00001846574,0.006024996,0.00003676086,0.009704122,0.00005014499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849807,0.00372862,0.000001785893,0.001199162,0.00007820407,0.0002047143,0.000004874889,0.000006628666,0.009795302],"genre_scores_gemma":[0.9986718,0.0001153523,0.00008460864,0.0006333448,0.00003338313,0.0000150126,0.000001627271,0.000007908414,0.0004369147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369114,"threshold_uncertainty_score":0.2238973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782772024343189,"score_gpt":0.2725923183924059,"score_spread":0.2547645981489741,"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."}}