{"id":"W1982084868","doi":"10.1148/radiology.217.3.r00dc10907","title":"CT-guided Needle Biopsy of Small Pulmonary Nodules: Value of Respiratory Gating","year":2000,"lang":"en","type":"article","venue":"Radiology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"AstraZeneca","keywords":"Medicine; Biopsy; Radiology; Respiratory disease; Computed tomography; Gating; Respiratory system; Nodule (geology); Lung; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012091,0.0002696169,0.0002630835,0.0002854496,0.0001414948,0.0003415222,0.0002307642,0.0004042288,0.000332912],"category_scores_gemma":[0.003862112,0.0001800653,0.00009669486,0.0001564296,0.0003860859,0.0002528033,0.000191474,0.0002342796,0.00009245727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584815,"about_ca_system_score_gemma":0.0002170917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000923698,"about_ca_topic_score_gemma":0.001427056,"domain_scores_codex":[0.9995634,0.0002346682,0.00002071792,0.00005432406,0.00008646936,0.00004032596],"domain_scores_gemma":[0.9987862,0.0008341016,0.0001059443,0.00009931316,0.00009926033,0.00007520431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00475617,0.000316746,0.2750788,0.0001344501,0.0001000704,0.002680104,0.0003018741,0.002219202,0.5443229,0.0003350661,0.0003517109,0.1694029],"study_design_scores_gemma":[0.0006063461,0.01163718,0.6922657,0.0001212456,0.000371901,0.047819,0.0002054921,0.03898798,0.2026855,0.0006611989,0.004526157,0.0001121916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792848,0.003731176,0.0161807,0.000101129,0.00002176789,0.00005319401,0.00002844358,0.0000563652,0.0005425726],"genre_scores_gemma":[0.9858879,0.0005969465,0.01322316,0.00006456687,0.0000141241,0.00001625667,0.00004238003,0.000007480518,0.0001471729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012091,"threshold_uncertainty_score":0.005352497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683305779824991,"score_gpt":0.2759313354982469,"score_spread":0.259098277699997,"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."}}