{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004922739,0.0004647786,0.001071771,0.001121756,0.0001571773,0.00008934176,0.0001762282,0.0001643066,0.00001949792],"category_scores_gemma":[0.00001380194,0.0003222843,0.0006276777,0.001422653,0.0002318555,0.0002802577,0.00003341235,0.0004526297,7.71399e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395595,"about_ca_system_score_gemma":0.000236913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000549358,"about_ca_topic_score_gemma":0.00001112572,"domain_scores_codex":[0.9971842,0.0002345622,0.001057614,0.0004706204,0.0006236983,0.0004292743],"domain_scores_gemma":[0.9969812,0.0001969083,0.001290542,0.0004024937,0.00071519,0.0004136569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313216,0.001329061,0.9604155,0.0007513275,0.003502641,0.0002242848,0.0004136357,0.0001029217,0.01147545,0.0001361005,0.002177209,0.0181587],"study_design_scores_gemma":[0.01222586,0.00666487,0.9358999,0.004015277,0.002640141,0.001379844,0.0001015529,0.002227431,0.03221114,0.0001038832,0.001889373,0.0006406893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661373,0.0190195,0.01262751,0.0006099272,0.0005346968,0.0007518717,0.00001960859,0.00006462751,0.0002350026],"genre_scores_gemma":[0.9660071,0.001297488,0.03212913,0.0002512543,0.0002214745,0.00002512264,0.00001760843,0.00004073971,0.00001014912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02451552,"threshold_uncertainty_score":0.9999229,"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."}}