{"id":"W4403144582","doi":"10.1002/hed.27955","title":"Development of a Preclinical Double Model of Mandibular Irradiated Bone and Osteoradionecrosis in New Zealand Rabbits","year":2024,"lang":"en","type":"article","venue":"Head & Neck","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Osteoradionecrosis; Medicine; Mandible (arthropod mouthpart); Nuclear medicine; Radiation therapy; Irradiation; Cortical bone; Radiology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000261446,0.0001303846,0.0005033533,0.000146306,0.00001756571,0.000005962212,0.00003039244,0.0001093567,0.00003584634],"category_scores_gemma":[0.00001251312,0.0001091274,0.00004310818,0.0002369893,0.00004123797,0.00004503321,0.00003145931,0.0001486355,0.000009348363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968102,"about_ca_system_score_gemma":0.001181495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006919487,"about_ca_topic_score_gemma":0.0005918786,"domain_scores_codex":[0.9985749,0.00001570937,0.0006756582,0.0002749075,0.0002157115,0.0002431095],"domain_scores_gemma":[0.9994403,0.00005024993,0.00006659216,0.0001838943,0.00003167191,0.0002273619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01969171,0.003641333,0.6102566,0.02146827,0.0008965409,0.0005051863,0.03442274,0.001150294,0.03939802,0.00142944,0.01942034,0.2477195],"study_design_scores_gemma":[0.05580961,0.004481694,0.7163801,0.01957939,0.0006960671,0.0002390283,0.0002125679,0.09138646,0.05367875,0.00154161,0.05507561,0.0009190706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909024,0.006186901,0.00003324216,0.001990733,0.00009037485,0.0005686044,0.00001226017,0.00003175372,0.0001836903],"genre_scores_gemma":[0.9718582,0.0005643018,0.02565236,0.0001151337,0.00003469846,0.00003153448,0.00002289501,0.00002435627,0.001696505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468004,"threshold_uncertainty_score":0.4450087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09730720482755191,"score_gpt":0.3867000818793044,"score_spread":0.2893928770517525,"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."}}