{"id":"W4246801273","doi":"10.1055/a-0960-8887","title":"Automatische Berechnung des ASPECTS-Werts","year":2019,"lang":"de","type":"article","venue":"Neuroradiologie Scan","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Computer science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004676521,0.001553393,0.001341269,0.00442965,0.0003237509,0.00270976,0.0008573544,0.0006661008,0.006420329],"category_scores_gemma":[0.03564796,0.0007384754,0.0009322109,0.002349523,0.0003691356,0.001030869,0.001321443,0.001379215,0.002970031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249025,"about_ca_system_score_gemma":0.001205633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004340459,"about_ca_topic_score_gemma":0.003171009,"domain_scores_codex":[0.9947999,0.001417417,0.0007746684,0.00112026,0.001649477,0.0002384066],"domain_scores_gemma":[0.9844039,0.008627922,0.001111371,0.001914848,0.003684135,0.0002578131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004318201,0.0002537328,0.06257525,0.0009056276,0.0004036312,0.0002655273,0.0006392745,0.02578677,0.02357858,0.002803368,0.01393851,0.8645315],"study_design_scores_gemma":[0.001236571,0.001570257,0.1864065,0.0007117198,0.0007639637,0.002153579,0.0006617554,0.4584115,0.2396504,0.02811473,0.07954044,0.0007785688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.232392,0.003030204,0.7134053,0.000882423,0.0006348564,0.001183735,0.0119121,0.02556246,0.01099699],"genre_scores_gemma":[0.5618104,0.001103093,0.4195082,0.0003058038,0.000176018,0.001630631,0.008045221,0.003720335,0.003700298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006420329,"threshold_uncertainty_score":0.02473211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448048761456517,"score_gpt":0.2720117117306488,"score_spread":0.2475312241160836,"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."}}