{"id":"W4413094185","doi":"10.1016/j.oraloncology.2025.107581","title":"Osteoradionecrosis as a complication following post-operative intensity-modulated radiation therapy or proton therapy for oral cavity cancer","year":2025,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Osteoradionecrosis; Radiation therapy; Proton therapy; Proportional hazards model; Cohort; Cancer; Head and neck cancer; Incidence (geometry); Internal medicine; Stage (stratigraphy); Retrospective cohort study; Nuclear medicine; Surgery","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":[0.0003688041,0.000252581,0.0007515437,0.0001622259,0.0002708133,0.00002231574,0.00009866696,0.0002762668,0.0001362208],"category_scores_gemma":[0.00009282248,0.0001824474,0.00016094,0.0004412779,0.00008071397,0.0001287341,0.00002342,0.000213255,0.00001728114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259287,"about_ca_system_score_gemma":0.001965604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216752,"about_ca_topic_score_gemma":0.0009015047,"domain_scores_codex":[0.9983202,0.0001839523,0.0004314529,0.0004913358,0.0001583271,0.0004146806],"domain_scores_gemma":[0.9986833,0.0001720651,0.0001821558,0.0002994524,0.0005229804,0.0001400531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02930131,0.00119544,0.05516647,0.000126176,0.0006389789,0.00002901472,0.001389925,0.0000205708,0.03305257,0.0001607002,0.002338224,0.8765806],"study_design_scores_gemma":[0.05024742,0.03699615,0.3623206,0.0004448085,0.0004690537,0.00006131184,0.000532974,0.002993095,0.1203599,0.0008985315,0.4240306,0.000645466],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469232,0.001232126,0.0002073739,0.04140899,0.0009460701,0.008873018,0.00004623247,0.0001232076,0.0002397955],"genre_scores_gemma":[0.9730752,0.001025303,0.00245327,0.01645057,0.0001290377,0.005428372,0.0002568789,0.00003481536,0.001146601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8759351,"threshold_uncertainty_score":0.7439989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507282356668667,"score_gpt":0.4790543817183002,"score_spread":0.4039815581516135,"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."}}