{"id":"W4403700971","doi":"10.1097/mao.0000000000004343","title":"Three-Dimensional Reconstruction of a Malleus Handle Fracture Using Photon-Counting CT","year":2024,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Medicine; Malleus; Photon counting; Radiology; Middle ear; Photon; Optics; Stapes","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":[0.00008437259,0.0002104444,0.0003536044,0.00020983,0.00007942558,0.00001350618,0.0001206304,0.0001279148,0.0002469002],"category_scores_gemma":[0.00003309313,0.0002145595,0.00009337144,0.0002089352,0.0001926542,0.000178721,0.00004247841,0.0004906005,0.00002915256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003196004,"about_ca_system_score_gemma":0.00004055871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000382647,"about_ca_topic_score_gemma":0.00003357513,"domain_scores_codex":[0.9988545,0.00003571919,0.0003365138,0.0003262487,0.00008175423,0.000365235],"domain_scores_gemma":[0.9994872,0.000172904,0.00005686512,0.000202659,0.00003599878,0.00004437398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001939726,0.0001100532,0.03782717,0.001309305,0.0006414144,0.003421373,0.0003924025,0.2216131,0.6622821,0.003663157,0.001311498,0.06723438],"study_design_scores_gemma":[0.0008011881,0.0001368216,0.002524433,0.0003101999,0.000160224,0.0205135,0.00005784947,0.8469048,0.09958696,0.007344297,0.02102176,0.0006379801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639642,0.00160034,0.03098303,0.0001225816,0.001970193,0.0002716686,0.000007803772,0.0003601566,0.000720045],"genre_scores_gemma":[0.9942018,0.00001996058,0.005393743,0.0001640757,0.0001132091,0.00003327537,0.000005509557,0.00005246986,0.00001599082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6252916,"threshold_uncertainty_score":0.8749482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113787732030065,"score_gpt":0.2406317002822757,"score_spread":0.2292529270792691,"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."}}