{"id":"W2101951001","doi":"10.1016/j.clinimag.2004.05.001","title":"CT screening for lung cancer","year":2004,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Medical diagnosis; Regimen; Stage (stratigraphy); Lung cancer; Asymptomatic; Lung cancer screening; Interim analysis; Interim; Internal medicine; Radiology; Clinical trial","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":[0.0002085575,0.0002846959,0.0002526994,0.001704743,0.0004545726,0.0005107078,0.0002803181,0.0006230607,0.01540762],"category_scores_gemma":[0.002002737,0.0001729559,0.0003502401,0.001049232,0.0003186511,0.0003909062,0.0002368278,0.0005954604,0.002194221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536133,"about_ca_system_score_gemma":0.0009007577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402618,"about_ca_topic_score_gemma":0.005801126,"domain_scores_codex":[0.9998349,0.00003689351,0.00001665476,0.0000246225,0.0000513914,0.00003555615],"domain_scores_gemma":[0.9994943,0.0001724445,0.0000648848,0.00004246031,0.0001173312,0.000108434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009201531,0.0003724511,0.6052781,0.0006423024,0.0001837169,0.02152124,0.0001909669,0.0006023489,0.01626588,0.002631642,0.04890885,0.3024823],"study_design_scores_gemma":[0.00009295202,0.0007840158,0.7169418,0.000722996,0.0003825624,0.1471315,0.0002530585,0.001098153,0.008790581,0.002712361,0.1210475,0.00004240316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4122823,0.08808769,0.005354582,0.0161972,0.00101527,0.0003618125,0.003510894,0.0003735092,0.4728166],"genre_scores_gemma":[0.9263261,0.02863545,0.004227435,0.004196267,0.001700463,0.00007607181,0.001829247,0.00007702286,0.03293198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01540762,"threshold_uncertainty_score":0.05154365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080876818729329,"score_gpt":0.4747762692945519,"score_spread":0.4039675011072585,"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."}}