{"id":"W4248932246","doi":"10.1055/a-0928-4023","title":"Vancouver Risk Calculator vs. Lungen-RADS","year":2020,"lang":"de","type":"article","venue":"RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calculator; Medicine; Lung; Nuclear medicine; Gynecology; Computer science; Internal medicine; Operating system","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":[0.005845993,0.0009466173,0.001572838,0.004693409,0.0003659473,0.003246528,0.001206109,0.0007626071,0.01430603],"category_scores_gemma":[0.02493667,0.0006969114,0.001631896,0.003724429,0.0003386308,0.001057088,0.001502198,0.001496043,0.004360672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404309,"about_ca_system_score_gemma":0.002732091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086679,"about_ca_topic_score_gemma":0.008512225,"domain_scores_codex":[0.9944114,0.002056692,0.0009000552,0.0007357791,0.001693228,0.0002027326],"domain_scores_gemma":[0.9863561,0.007401922,0.002090637,0.001090711,0.002433123,0.0006274786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0214146,0.0004092352,0.184974,0.002557251,0.00344461,0.0003754043,0.000328355,0.01446077,0.001932899,0.01790473,0.1090995,0.6430986],"study_design_scores_gemma":[0.008577417,0.003092804,0.2589018,0.002846888,0.00787543,0.005378812,0.0005422232,0.1615566,0.01497464,0.04029164,0.49499,0.0009717813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4198892,0.04787304,0.2455916,0.01106103,0.001754922,0.0064621,0.08535171,0.04049501,0.1415213],"genre_scores_gemma":[0.7446219,0.006344802,0.1898245,0.002001659,0.0005986109,0.002881953,0.02332231,0.004375773,0.02602857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430603,"threshold_uncertainty_score":0.04785848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919994724813755,"score_gpt":0.275130605045032,"score_spread":0.2559306577968944,"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."}}