{"id":"W127498844","doi":"10.1055/s-2008-1027847","title":"Kompression digitaler Bilddaten in der Radiologie – Ergebnisse einer Konsensuskonferenz","year":2008,"lang":"de","type":"article","venue":"RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001057522,0.002775522,0.003189279,0.002258342,0.0009043981,0.0006671958,0.00159026,0.00179251,0.0008370177],"category_scores_gemma":[0.0004262835,0.002513571,0.001759042,0.002832083,0.001793518,0.002423539,0.000925695,0.002784808,0.001741535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895387,"about_ca_system_score_gemma":0.001744978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024567,"about_ca_topic_score_gemma":0.0001460962,"domain_scores_codex":[0.9856477,0.0005507349,0.003379321,0.003599149,0.002375532,0.004447589],"domain_scores_gemma":[0.9927137,0.0007290409,0.0009600368,0.002900299,0.0006232578,0.002073606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004482673,0.006427186,0.6681728,0.001556288,0.01539129,0.02779367,0.002850589,0.0008913751,0.00342214,0.0009962313,0.121892,0.1461238],"study_design_scores_gemma":[0.0281677,0.002702669,0.5531707,0.005826715,0.0115056,0.009743226,0.001025421,0.003705104,0.01051602,0.004511694,0.3593664,0.00975863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720783,0.1941502,0.00075511,0.003345311,0.004473067,0.003742954,0.0007504711,0.001080549,0.01962413],"genre_scores_gemma":[0.9797227,0.009318755,0.001647395,0.001603325,0.002436405,0.0001880986,0.001452397,0.0005476962,0.003083188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374745,"threshold_uncertainty_score":0.9995158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141842523908563,"score_gpt":0.2874456211529139,"score_spread":0.2460271959138283,"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."}}