{"id":"W6726021","doi":"10.1200/jco.2009.27.15_suppl.7571","title":"Comparison of primary tumor maximal standardized uptake value (SUV<sub>max</sub>) on preoperative [18F]fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) and histological subtype in patients with non-small cell lung cancer (NSCLC)","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Standardized uptake value; Histology; Positron emission tomography; Nuclear medicine; Pathological; Carcinoma; Adenocarcinoma; Fluorodeoxyglucose; Radiology; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004335449,0.000257704,0.0002597465,0.0007471222,0.0001553001,0.0003272559,0.0002149164,0.000426509,0.001457717],"category_scores_gemma":[0.002125656,0.0001859775,0.0002139308,0.0003643582,0.0003098693,0.0002539377,0.0002401739,0.0001739988,0.0002968671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135674,"about_ca_system_score_gemma":0.0001926855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838706,"about_ca_topic_score_gemma":0.003164717,"domain_scores_codex":[0.9998016,0.0000513648,0.00002585147,0.00003554323,0.00003750575,0.00004809784],"domain_scores_gemma":[0.9987393,0.0005612425,0.0003144988,0.00004244855,0.00008319921,0.0002592915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631494,0.000007489196,0.9979237,0.00000475696,0.00002009346,0.0001193542,0.00002322452,0.00003138513,0.0007309259,0.000003270826,0.00002500974,0.0008476527],"study_design_scores_gemma":[0.000007112964,0.0001479977,0.9989901,0.000001167667,0.00001328363,0.0005187152,0.00004670523,0.0001014443,0.0001416127,0.000006600348,0.00002365008,0.000001580411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996676,0.0001139645,0.00002906206,0.000007587787,0.000001413293,0.000002083708,0.00005380647,0.000001601989,0.0001228603],"genre_scores_gemma":[0.9997956,0.00002012399,0.00002686677,0.000004814824,0.000002895388,0.000002355439,0.0001103068,5.92415e-7,0.00003646838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001838706,"threshold_uncertainty_score":0.004876554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999946110996518,"score_gpt":0.3577746419173138,"score_spread":0.3377751808073486,"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."}}