{"id":"W4401090465","doi":"10.1002/hed.27887","title":"A prospective cohort study on stereotactic radiotherapy in the management of dural recurrence of olfactory neuroblastoma","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"National Institute of Dental and Craniofacial Research","keywords":"Medicine; Prospective cohort study; Cohort; Radiation therapy; Surgery; Stereotactic radiotherapy; Radiosurgery; Radiology; Internal medicine","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":[0.0003663044,0.000117006,0.0003829135,0.0001111586,0.00001528091,0.000005736164,0.00009547874,0.00003949908,0.00008408881],"category_scores_gemma":[0.00001457913,0.00007188768,0.00007591628,0.0003691235,0.00006596281,0.00003521407,0.00001843159,0.0002787075,0.00001154372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008913165,"about_ca_system_score_gemma":0.00005009052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003562111,"about_ca_topic_score_gemma":0.00001940856,"domain_scores_codex":[0.9987695,0.000161644,0.0003260341,0.0002634822,0.0003099536,0.0001693527],"domain_scores_gemma":[0.9993904,0.0002134095,0.00004778675,0.0002793872,0.00002777697,0.00004124584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001809596,0.00395968,0.9706628,0.0008351566,0.0004425557,0.002016846,0.006483898,0.000004203502,0.0009327097,0.001473118,0.0004582218,0.01092122],"study_design_scores_gemma":[0.001500486,0.005043565,0.9897916,0.0005443065,0.00006836099,0.00004398685,0.0004332228,0.00008289887,0.0001474833,0.00003175284,0.002254044,0.00005824703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992134,0.00028926,0.000003508839,0.0006763407,0.0001898948,0.001634168,0.000003624643,0.00002304725,0.005046132],"genre_scores_gemma":[0.9993012,0.0001044279,0.00003252461,0.0002014142,0.00004348079,0.00008925129,0.000001214529,0.00001276769,0.0002136953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01912886,"threshold_uncertainty_score":0.2931494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640699907225591,"score_gpt":0.3441430743948091,"score_spread":0.3077360753225531,"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."}}