{"id":"W2019739140","doi":"10.1067/mhn.2000.107459","title":"Temporal Bone Necrosis: Diagnosis, Classification, and Management","year":2000,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Necrosis; Medicine; Temporal bone; Disease; Pulp necrosis; Bone disease; Surgery; Pathology; Osteoporosis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001073268,0.0001265497,0.0002507342,0.00007300125,0.00008398187,0.000008406992,0.00004367147,0.00009702402,0.001298618],"category_scores_gemma":[0.000004907169,0.0001118359,0.00003316198,0.000124885,0.0001069338,0.00004612073,0.0000214975,0.0001032123,0.0002915435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208617,"about_ca_system_score_gemma":0.00003773722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566736,"about_ca_topic_score_gemma":0.00004425187,"domain_scores_codex":[0.998982,0.00004077366,0.0002456414,0.0003230227,0.0001105572,0.0002980066],"domain_scores_gemma":[0.9994088,0.00002571347,0.00004415309,0.0003110596,0.00002295184,0.0001872949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002274274,0.0003317214,0.8950999,0.0002833762,0.00007242755,0.0002283125,0.00009311416,3.476948e-7,0.00002838996,0.001240631,0.01529717,0.08709717],"study_design_scores_gemma":[0.001325705,0.0003355192,0.7335408,0.00005727365,0.00007809142,0.0001582057,0.00001791748,0.00003634549,0.00006890328,0.0002137338,0.2640924,0.00007509128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638093,0.003396407,0.000007805837,0.01674292,0.0001189747,0.0009166493,0.000008859169,0.0001030108,0.01489605],"genre_scores_gemma":[0.9793817,0.006789118,0.003876099,0.004115813,0.0001039478,0.0007752739,0.00004720836,0.00002272623,0.004888051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487953,"threshold_uncertainty_score":0.9996144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728409222602297,"score_gpt":0.315225109340187,"score_spread":0.2879410171141641,"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."}}