{"id":"W2179736707","doi":"10.7205/milmed-d-14-00402","title":"Ultrasonic Imaging of Foreign Inclusions and Blood Vessels Through Thick Skull Bones","year":2015,"lang":"en","type":"article","venue":"Military Medicine","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"Università degli Studi di Firenze","keywords":"Transcranial Doppler; Phased array; Ultrasonic sensor; Ultrasound; Skull; Biomedical engineering; Blood flow; Computer science; Materials science; Acoustics; Radiology; Medicine; Anatomy; Physics","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":[0.0006131649,0.0002242745,0.0006528735,0.0001232066,0.0000982252,0.000001990667,0.0001100528,0.00007949865,0.000144447],"category_scores_gemma":[0.0006129131,0.0001563451,0.00007420718,0.0002359829,0.0008676857,0.0001638651,0.00009023015,0.000225115,0.000006807203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002439329,"about_ca_system_score_gemma":0.0001226609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006572705,"about_ca_topic_score_gemma":0.00002365551,"domain_scores_codex":[0.998327,0.00005729493,0.0005304987,0.000288086,0.0005082262,0.0002888499],"domain_scores_gemma":[0.9988426,0.0001746933,0.00007393248,0.0004503534,0.0001939058,0.000264508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002214951,0.002456559,0.6267923,0.005145865,0.001900339,0.001297396,0.1471184,0.0000319246,0.04799318,0.09722088,0.05380309,0.01402512],"study_design_scores_gemma":[0.06351156,0.01397614,0.345242,0.0108544,0.009126043,0.007815068,0.161345,0.002847583,0.0374842,0.3183563,0.02732785,0.002113823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150593,0.04742168,0.0006266998,0.00504393,0.000167131,0.0004814965,0.00002324158,0.00009698289,0.03107959],"genre_scores_gemma":[0.9940658,0.0008158323,0.003724232,0.0008259509,0.0002710788,0.00001063879,0.00006607843,0.00002755805,0.0001928006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815503,"threshold_uncertainty_score":0.6375567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282217337011272,"score_gpt":0.2927271400756667,"score_spread":0.2645054063745395,"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."}}