{"id":"W2624289335","doi":"10.1055/s-2005-917500","title":"INTRAOPERATIVE GEWEBECHARAKTERISIERUNG DURCH SPEKTRALANALYSE DER ULTRASCHALL-HOCHFREQUENZRÜCKSTREUDATEN VON HIRNGEWEBE UND MENINGEOMEN","year":2005,"lang":"de","type":"article","venue":"Ultraschall in der Medizin - European Journal of Ultrasound","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Art","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007177492,0.001442704,0.002357122,0.00134453,0.0003571627,0.0004485437,0.002064532,0.0004598561,0.002451172],"category_scores_gemma":[0.002465345,0.00125663,0.00080799,0.001409353,0.001124661,0.001079614,0.0001971476,0.00465443,0.001071611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047383,"about_ca_system_score_gemma":0.0008068205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224062,"about_ca_topic_score_gemma":0.00008496033,"domain_scores_codex":[0.987498,0.002112825,0.004693151,0.001370748,0.002309001,0.002016214],"domain_scores_gemma":[0.9915172,0.001671752,0.002182031,0.001473786,0.001070171,0.002085011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002338143,0.009416399,0.03478196,0.001354023,0.01827011,0.01439636,0.0457489,0.001019328,0.6212481,0.001446299,0.1703356,0.07964472],"study_design_scores_gemma":[0.02176611,0.00543077,0.03159539,0.010167,0.01477948,0.006187696,0.006591653,0.001324913,0.09451526,0.0008041386,0.8019601,0.004877513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370774,0.09457914,0.01151597,0.04167056,0.00247068,0.002478443,0.0002429046,0.000359128,0.009605793],"genre_scores_gemma":[0.917593,0.03586081,0.03439572,0.003345311,0.007222186,0.00003227104,0.0002245379,0.00038172,0.0009444358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6316245,"threshold_uncertainty_score":0.9998323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340053381809771,"score_gpt":0.3117249193802702,"score_spread":0.2883243855621725,"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."}}