{"id":"W4385514163","doi":"10.1001/jamaoto.2023.1939","title":"Multicenter Survival Analysis and Application of an Olfactory Neuroblastoma Staging Modification Incorporating Hyams Grade","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval","funders":"","keywords":"Medicine; Esthesioneuroblastoma; Stage (stratigraphy); Retrospective cohort study; Cohort; Internal medicine; Staging system; Survival analysis; Cancer; TNM staging system; Oncology; Surgery; Radiation therapy","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":[0.002906152,0.0002991685,0.0002753881,0.0005459978,0.0002181599,0.0004629595,0.0004209625,0.0002660278,0.0005114583],"category_scores_gemma":[0.005260847,0.0001585931,0.0005727935,0.0005525927,0.0001685044,0.0003233366,0.000515732,0.0003208597,0.00006191131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022013,"about_ca_system_score_gemma":0.0004648473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006038537,"about_ca_topic_score_gemma":0.006944309,"domain_scores_codex":[0.9991008,0.0004818311,0.00007199834,0.0001900609,0.00009435536,0.00006092011],"domain_scores_gemma":[0.9967603,0.000752098,0.001598484,0.0003812676,0.0002408028,0.0002670238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003674694,0.00001279926,0.9967781,0.000006202444,0.0001070599,0.00002005707,0.000018527,0.0002954947,0.0001799351,0.00002308431,0.0001029523,0.002088322],"study_design_scores_gemma":[0.00007972257,0.0004359164,0.9918174,0.00001008496,0.0001906792,0.0002089866,0.00008617895,0.006385748,0.0002497283,0.00006526978,0.0004617323,0.000008653931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993112,0.0001263098,0.0002335097,0.00003610012,0.000005425401,0.000004969003,0.0001856878,0.000003481315,0.00009322432],"genre_scores_gemma":[0.9993045,0.00002756788,0.0002732435,0.000009076664,0.000009607241,0.000006476947,0.0003340539,0.000001519411,0.00003379441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006038537,"threshold_uncertainty_score":0.01536942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04218189779651374,"score_gpt":0.3138906514009799,"score_spread":0.2717087536044661,"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."}}