{"id":"W4253704600","doi":"10.1055/a-1108-8294","title":"Vancouver Risk Calculator vs. Lungen-RADS","year":2020,"lang":"en","type":"article","venue":"Pneumologie","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; 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":[0.006320876,0.0008660697,0.001533827,0.004532264,0.0003520461,0.003055798,0.001214012,0.0007277944,0.01377679],"category_scores_gemma":[0.0288507,0.0006413226,0.001580591,0.003871448,0.0003217168,0.001080307,0.001468051,0.001545739,0.004073698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392347,"about_ca_system_score_gemma":0.002794552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064824,"about_ca_topic_score_gemma":0.008364456,"domain_scores_codex":[0.9938437,0.002496113,0.001013666,0.0007993075,0.001629013,0.0002182467],"domain_scores_gemma":[0.9839086,0.009156615,0.002385215,0.001219523,0.002621521,0.000708462],"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":[0.02250706,0.0004226586,0.1999461,0.002678148,0.003885428,0.000332732,0.0003255945,0.01275332,0.001409144,0.018448,0.1266579,0.6106339],"study_design_scores_gemma":[0.009483729,0.002968343,0.2745782,0.003318198,0.008698878,0.004599232,0.0005701024,0.148182,0.01203233,0.04476316,0.489866,0.0009399113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4237772,0.05229169,0.2194525,0.01427108,0.001905443,0.006429897,0.1067359,0.03608158,0.1390547],"genre_scores_gemma":[0.7672487,0.006819975,0.1657287,0.002437074,0.000706806,0.003081581,0.02781191,0.003844077,0.02232114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377679,"threshold_uncertainty_score":0.04608792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933956278591592,"score_gpt":0.2876614884325014,"score_spread":0.2583219256465855,"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."}}