{"id":"W2912397527","doi":"10.1148/radiol.2019182891","title":"The Complementary Roles of the Vancouver Risk Calculator and Lung-RADS in Lung Cancer Screening","year":2019,"lang":"en","type":"letter","venue":"Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Malignancy; Lung cancer screening; Calculator; Lung; National Lung Screening Trial; Radiology; Medical physics; Nuclear medicine; Oncology; Internal 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":[0.005333554,0.0005171233,0.001082479,0.001027623,0.004090373,0.004892964,0.001736242,0.04036363,0.007526312],"category_scores_gemma":[0.04461538,0.000846079,0.0009808742,0.0007756692,0.003859833,0.003592459,0.00224918,0.03858893,0.003300066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007950689,"about_ca_system_score_gemma":0.009427259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03392867,"about_ca_topic_score_gemma":0.06824157,"domain_scores_codex":[0.9926152,0.003038094,0.0008481109,0.0005293697,0.002281147,0.0006881354],"domain_scores_gemma":[0.9712137,0.0192083,0.0009543647,0.0007143589,0.004070153,0.003839129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002086497,0.00009787564,0.004867753,0.00007503763,0.00003468859,0.004576472,0.0003231076,0.0002808435,0.0002810166,0.0116441,0.937527,0.04008346],"study_design_scores_gemma":[0.0002475274,0.0001060607,0.003313012,0.0004490678,0.00004744415,0.005525867,0.000824157,0.001637648,0.0003766045,0.01733898,0.9700212,0.0001124146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005579629,0.00125558,0.000123118,0.9876336,0.004967864,0.000007446688,0.00001819977,0.00001265797,0.005423466],"genre_scores_gemma":[0.01637693,0.002338828,0.00112548,0.9166763,0.05081601,0.00004691166,0.00003961094,0.00003579152,0.01254409],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04036363,"threshold_uncertainty_score":0.06746233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009960534830565101,"score_gpt":0.2855536886422284,"score_spread":0.2755931538116633,"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."}}