{"id":"W4388128719","doi":"10.3390/diagnostics13213359","title":"Lung Cancer Staging: Imaging and Potential Pitfalls","year":2023,"lang":"en","type":"review","venue":"Diagnostics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Cancer staging; Radiology; Stage (stratigraphy); Lung cancer staging; Cancer; Metastasis; Lung; Oncology; Internal medicine; Mediastinoscopy","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":[0.002064869,0.0007278052,0.001711196,0.00363903,0.0004108154,0.001515462,0.001390412,0.001190367,0.002106959],"category_scores_gemma":[0.003892775,0.0003735021,0.0008011941,0.003686331,0.00143973,0.002363134,0.0007528092,0.002325799,0.001135939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178126,"about_ca_system_score_gemma":0.001897737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771504,"about_ca_topic_score_gemma":0.007816059,"domain_scores_codex":[0.9991621,0.0002284597,0.000160624,0.00009668502,0.0003028188,0.00004936192],"domain_scores_gemma":[0.9978601,0.001125802,0.0002212371,0.000053857,0.0006701235,0.0000689404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003721308,0.00001758803,0.000716403,0.01571708,0.0001145844,0.0003088361,0.0001163054,0.0003410986,0.0003094541,0.00404076,0.06579394,0.9124867],"study_design_scores_gemma":[0.00001419906,0.00004704358,0.002679461,0.01726265,0.0002316856,0.005225694,0.0002222859,0.0002378502,0.0002052445,0.006540549,0.9672918,0.00004148843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005452241,0.9980894,0.0001004869,0.001046226,0.000295091,0.000001982846,0.000009578444,0.000004569679,0.0003980681],"genre_scores_gemma":[0.000889027,0.9974389,0.000243967,0.0005764403,0.0006131525,0.000003979657,0.00002087637,0.000001958629,0.0002117472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003771504,"threshold_uncertainty_score":0.01092023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331779416166068,"score_gpt":0.3854475603438076,"score_spread":0.3522696187272008,"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."}}