{"id":"W4410022777","doi":"10.1016/j.radonc.2025.110917","title":"Radiographic classification of mandibular osteoradionecrosis: A blinded prospective multi-disciplinary interobserver diagnostic performance study","year":2025,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute; National Institute of Dental and Craniofacial Research; University of Texas MD Anderson Cancer Center; National Institutes of Health; Cancer Prevention and Research Institute of Texas","keywords":"Osteoradionecrosis; Medicine; Radiography; Radiology; Nuclear medicine; Dentistry; Orthodontics; 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":[0.01704944,0.0006492953,0.001012318,0.001470002,0.001228304,0.001375245,0.0009474222,0.001233832,0.001177658],"category_scores_gemma":[0.03972571,0.0007156436,0.0006300999,0.0007983962,0.001312746,0.0008382434,0.00128191,0.0005188746,0.0007755632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007722275,"about_ca_system_score_gemma":0.0006719582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875518,"about_ca_topic_score_gemma":0.003505294,"domain_scores_codex":[0.9831456,0.007581966,0.002172512,0.003197,0.003218408,0.0006845155],"domain_scores_gemma":[0.9508356,0.01674774,0.008347777,0.009729254,0.01312471,0.001214914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004303173,0.0005093786,0.9709678,0.000089127,0.0004181314,0.0001422753,0.001359067,0.0003833272,0.01105277,0.00009442765,0.0003054246,0.01037509],"study_design_scores_gemma":[0.000275987,0.0021889,0.987777,0.00002770417,0.0003637331,0.000797605,0.0008694227,0.001843279,0.004558715,0.0001281171,0.001117037,0.00005266143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955297,0.000341911,0.002516329,0.00002251909,0.00004216857,0.0002190951,0.000181147,0.00002063489,0.001126451],"genre_scores_gemma":[0.9976866,0.0000563126,0.001511448,0.00004252802,0.00003088416,0.0001035893,0.000257474,0.0000155895,0.0002955196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01704944,"threshold_uncertainty_score":0.09016716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575568762966765,"score_gpt":0.400077277840155,"score_spread":0.3443215902104874,"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."}}