{"id":"W4376131782","doi":"10.1002/hed.27381","title":"Long‐term outcomes of modern multidisciplinary management of sinonasal cancers: The <scp>M. D.</scp> Anderson experience","year":2023,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Radiation therapy; Neck dissection; Adenoid cystic carcinoma; Stage (stratigraphy); Internal medicine; Oncology; Cancer; Retrospective cohort study; Cohort; Chemotherapy; Multivariate analysis; Nasal cavity; T-stage; Surgery; Carcinoma","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":[0.0001953001,0.0001551108,0.0005066865,0.00008212982,0.00007110756,0.000004200001,0.0001668581,0.00009085482,0.00005017463],"category_scores_gemma":[0.00003947612,0.00009882378,0.0001531905,0.000346494,0.0002299303,0.0000550123,0.000162002,0.0001455928,0.00003448352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007400194,"about_ca_system_score_gemma":0.00008206718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007439873,"about_ca_topic_score_gemma":0.00005866089,"domain_scores_codex":[0.9985689,0.0000483964,0.0003844105,0.0002691282,0.0003629845,0.0003661854],"domain_scores_gemma":[0.9989714,0.0003403812,0.0001099208,0.0003972815,0.00005535262,0.0001256717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160226,0.000490669,0.95102,0.0008395487,0.0002550326,0.0007252251,0.01337066,0.00009964111,0.003519288,0.0003276154,0.002105763,0.02708633],"study_design_scores_gemma":[0.00178403,0.0004332627,0.991578,0.0002666413,0.00006453382,0.00001744912,0.002095486,0.001245125,0.001184918,0.0001035005,0.001184929,0.00004207243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924911,0.0005908177,0.0000594905,0.0008509273,0.0002126093,0.0004415833,0.000009682934,0.00006453473,0.005279308],"genre_scores_gemma":[0.9954818,0.0004020674,0.000158374,0.000200015,0.00005320177,0.00006036887,0.00001326218,0.00001973842,0.003611184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055805,"threshold_uncertainty_score":0.4029917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687452885843495,"score_gpt":0.3736359946566816,"score_spread":0.3067614657982467,"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."}}