{"id":"W2120522095","doi":"10.1148/radiol.09090031","title":"Perifissural Nodules Seen at CT Screening for Lung Cancer","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital","funders":"","keywords":"Medicine; Lung cancer; Malignancy; Nuclear medicine; Institutional review board; Lung; Radiology; Retrospective cohort study; Computed tomography; Cancer; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00007653709,0.0001128927,0.0002778495,0.00003518509,0.00009446309,0.00000501929,0.00005135209,0.0000619139,0.0005472557],"category_scores_gemma":[0.00003288402,0.00008398935,0.0001030767,0.00003446867,0.0000675774,0.00002290972,0.0000216785,0.0001097327,0.000007554915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274663,"about_ca_system_score_gemma":0.00005172122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002554331,"about_ca_topic_score_gemma":0.0004436564,"domain_scores_codex":[0.9993041,0.00001394469,0.0001232775,0.0002442834,0.0000550213,0.0002593363],"domain_scores_gemma":[0.9995137,0.0001069749,0.00004343207,0.0001975895,0.00003937067,0.00009889191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189607,0.00005638093,0.94444,0.00009054931,0.000364964,0.00004881189,0.0001415235,0.00001851109,0.007021072,0.0007339511,0.03505782,0.01180743],"study_design_scores_gemma":[0.005496898,0.0004861327,0.6953132,0.00008952422,0.0006175854,0.0008195754,0.00003072185,0.003328574,0.01100872,0.00003448174,0.2825072,0.0002673894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889942,0.00204639,0.0001287343,0.006746164,0.0007813509,0.000471712,0.00005093485,0.00004718199,0.0007332883],"genre_scores_gemma":[0.9928233,0.000178085,0.003240834,0.0007109375,0.0008313425,0.0003871741,0.00007643665,0.00002260058,0.001729306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491269,"threshold_uncertainty_score":0.5992066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754008236484074,"score_gpt":0.3337767443726942,"score_spread":0.3162366620078535,"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."}}