{"id":"W2891737261","doi":"10.1053/j.semtcvs.2018.09.006","title":"Microcoil-Guided Video-Assisted Thoracoscopic Excision of Nodules Suspicious for Metastasis in Patients With Extra-Thoracic Malignancies","year":2018,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Microcoil; Wedge resection; Radiology; Fluoroscopy; Video-assisted thoracoscopic surgery; Cardiothoracic surgery; Metastasis; Thoracoscopy; Lung cancer; Surgery; Cancer; Resection; 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":[0.0001634708,0.0002256886,0.0002582215,0.0005281405,0.0002701652,0.0003668407,0.0003194566,0.0005199344,0.0008982487],"category_scores_gemma":[0.001541577,0.0001337163,0.0001583956,0.0003267989,0.0002605382,0.0003578752,0.0001891672,0.0002868322,0.0001201553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698291,"about_ca_system_score_gemma":0.0003081406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017259,"about_ca_topic_score_gemma":0.003962103,"domain_scores_codex":[0.9998701,0.0000224697,0.00001333978,0.00002169747,0.0000409964,0.00003144736],"domain_scores_gemma":[0.9996521,0.0001504979,0.0000648651,0.00001313786,0.00003343966,0.00008587381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001785877,0.0001248473,0.9377954,0.00009437399,0.00004996988,0.01660275,0.0001784415,0.0004591574,0.01162319,0.00006932597,0.0005204156,0.03069638],"study_design_scores_gemma":[0.00007463327,0.0008951655,0.9273235,0.00004664796,0.0001588041,0.06222764,0.0005456388,0.003851686,0.00376529,0.0001533182,0.0009399846,0.00001763815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958389,0.002360846,0.0003685879,0.0001496362,0.00001929402,0.00001160848,0.00003951363,0.00001477356,0.001196736],"genre_scores_gemma":[0.9991513,0.0003736638,0.0002712045,0.00003855117,0.00002571275,0.000002744697,0.00003619621,0.000001948659,0.00009862062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0017259,"threshold_uncertainty_score":0.003431737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144960793259372,"score_gpt":0.2945508532136422,"score_spread":0.2731012452810485,"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."}}