{"id":"W2114175038","doi":"10.1056/nejmoa1214726","title":"Probability of Cancer in Pulmonary Nodules Detected on First Screening CT","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1404,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Vancouver General Hospital; Princess Margaret Cancer Centre; University of Calgary; Juravinski Hospital; Institut universitaire de cardiologie et de pneumologie de Québec; Dalhousie University; Ottawa Hospital; University Health Network; Brock University; Toronto General Hospital; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Nodule (geology); Lung cancer; National Lung Screening Trial; Lung cancer screening; Logistic regression; Cancer; Radiology; Cancer registry; Population; Nuclear medicine; Internal medicine; Environmental health","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":[0.002262572,0.0002710797,0.000371652,0.001066228,0.0002604456,0.0007296326,0.000964361,0.0006547543,0.003566703],"category_scores_gemma":[0.01843563,0.0002365078,0.0008281932,0.0009297777,0.0005618339,0.0005017768,0.0006411918,0.001021888,0.0002997006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414247,"about_ca_system_score_gemma":0.0006413131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01899724,"about_ca_topic_score_gemma":0.01197559,"domain_scores_codex":[0.9984531,0.0004671559,0.0001152984,0.0004441614,0.0003339552,0.0001862609],"domain_scores_gemma":[0.9840444,0.007846271,0.005019973,0.001169619,0.0009500083,0.0009697285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007759,0.00001764576,0.9984517,0.000008531494,0.00003273626,0.00003915657,0.00001914055,0.0003551542,0.0000447517,0.00003056236,0.0001204306,0.0007792737],"study_design_scores_gemma":[0.00001370225,0.0001134858,0.9955049,0.0000106798,0.0000593505,0.0003933454,0.00005672409,0.00326051,0.0001263084,0.0001723358,0.0002799288,0.000008723911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960074,0.0002283979,0.000845666,0.0001654678,0.000009977274,0.0000293041,0.001954996,0.00002688174,0.0007319847],"genre_scores_gemma":[0.998526,0.00004391074,0.0002555977,0.00001720558,0.000008419099,0.00001207139,0.0009716516,0.000002496689,0.0001626295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01899724,"threshold_uncertainty_score":0.03777331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606236516574359,"score_gpt":0.2885925315777469,"score_spread":0.2625301664120033,"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."}}