{"id":"W2016718908","doi":"10.1097/00004728-200307000-00004","title":"Improved Radiologic Staging of Lung Cancer with 2-[18F]-Fluoro-2-Deoxy-d-Glucose–Positron Emission Tomography and Computed Tomography Registration","year":2003,"lang":"en","type":"article","venue":"Journal of Computer Assisted Tomography","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Medicine; Mediastinoscopy; Positron emission tomography; Lung cancer; Radiology; Nuclear medicine; Mediastinum; Tomography; Thoracotomy; Standardized uptake value; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001702232,0.000371574,0.0004820629,0.0009015738,0.0001255336,0.0007620687,0.000417175,0.0003651931,0.0009052658],"category_scores_gemma":[0.008053648,0.0002503001,0.0005108582,0.0006408435,0.0003795664,0.0007556716,0.0004892703,0.0002771816,0.0003437797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254693,"about_ca_system_score_gemma":0.0003883837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174972,"about_ca_topic_score_gemma":0.002503196,"domain_scores_codex":[0.9988643,0.0005089106,0.00008919584,0.0001994337,0.0002718184,0.00006636796],"domain_scores_gemma":[0.9982256,0.0006280293,0.0004666935,0.0003324706,0.0002940679,0.00005316197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002578549,0.0002873019,0.7275491,0.0002074659,0.0003449644,0.0002123641,0.000187863,0.01500133,0.1008306,0.0002633367,0.0004451381,0.152092],"study_design_scores_gemma":[0.0001470493,0.0014391,0.8874424,0.00002672143,0.0003493878,0.00223551,0.0001026774,0.07080198,0.03549021,0.0003140611,0.001597084,0.00005377729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826158,0.0007038207,0.01551684,0.00007975279,0.00001224105,0.0000439008,0.0001021236,0.0001782608,0.0007472274],"genre_scores_gemma":[0.9892105,0.0001207337,0.01017222,0.000014898,0.00001936864,0.00001593555,0.0002723686,0.00001479652,0.0001592295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001702232,"threshold_uncertainty_score":0.009002388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008547785886987245,"score_gpt":0.257534987905113,"score_spread":0.2489872020181257,"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."}}