{"id":"W4399122510","doi":"10.1016/j.ejcskn.2024.100248","title":"Survival Outcomes in T3N0 versus N1 in Head and Neck Cutaneous Squamous Cell Carcinoma – Implications for Neoadjuvant Immune Checkpoint Inhibitor Immunotherapy","year":2024,"lang":"en","type":"article","venue":"EJC Skin Cancer","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck; Immunotherapy; Oncology; Head and neck squamous-cell carcinoma; Basal cell; Immune checkpoint; Complete response; Internal medicine; Radiation therapy; Head and neck cancer; Chemotherapy; Cancer; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001906495,0.0003466144,0.0007389482,0.0002740885,0.00008393695,0.0000480052,0.0001350923,0.0001395787,0.00008160203],"category_scores_gemma":[0.00005746738,0.0003108426,0.0001788027,0.000395628,0.0001183247,0.00008956729,0.00008699323,0.0003368804,0.00001129905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009202458,"about_ca_system_score_gemma":0.0003378709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004115796,"about_ca_topic_score_gemma":0.006261684,"domain_scores_codex":[0.9979901,0.00003665245,0.0006090864,0.0006234596,0.0001981565,0.0005424989],"domain_scores_gemma":[0.9987993,0.0005221281,0.00008298716,0.0004377955,0.00006575472,0.00009207362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003506703,0.0004912651,0.9232306,0.0009421314,0.0002093311,0.0003035408,0.00538573,0.00006669833,0.01382808,0.0003167987,0.001421721,0.05029735],"study_design_scores_gemma":[0.01007933,0.0006743549,0.965671,0.000259741,0.0000706948,0.0000532742,0.000368464,0.0001701982,0.006300784,0.0001636312,0.01578814,0.0004003778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420323,0.04654843,0.00002832696,0.006706285,0.002019456,0.001247032,0.0001683212,0.000065164,0.001184622],"genre_scores_gemma":[0.9955447,0.001365124,0.0004529374,0.0001592858,0.0004102235,0.001043135,0.00002437727,0.0000935924,0.000906652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05351231,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633942168190365,"score_gpt":0.3271439383847343,"score_spread":0.3008045167028306,"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."}}