{"id":"W2165591815","doi":"10.3747/co.21.1713","title":"Thoracoscopic Surgery for Pulmonary Oncocytoma, an Uncommon Neoplasm","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilic; Oncocytoma; Neoplasm; Pathology; Thyroid; Immunohistochemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009275557,0.0001823299,0.0007029009,0.0001321661,0.0001429412,0.000006156453,0.00009887896,0.0001706521,0.00003923698],"category_scores_gemma":[0.000999742,0.0001456282,0.000137577,0.0001084021,0.0002782005,0.00005022118,0.00005321606,0.0003477368,0.00006165925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008681616,"about_ca_system_score_gemma":0.0001988219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000069754,"about_ca_topic_score_gemma":0.00002032624,"domain_scores_codex":[0.9984503,0.0002640593,0.0003488022,0.0003767083,0.0001440581,0.0004160444],"domain_scores_gemma":[0.9977607,0.001396375,0.0001157114,0.0003228632,0.0001268239,0.0002775455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001875184,0.0009119398,0.2385458,0.0002980029,0.00003801923,0.00005722588,0.0001910475,5.759238e-7,0.0002654981,0.0002420514,0.03478825,0.7244741],"study_design_scores_gemma":[0.001305664,0.001533705,0.07749205,0.0001914802,0.0002346965,0.0003291077,0.000139272,0.002082061,0.0001859068,0.001124372,0.9151611,0.0002205544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958589,0.004229266,0.007197544,0.009285267,0.007960523,0.0006877992,0.00001710089,0.0003071558,0.01172636],"genre_scores_gemma":[0.9934723,0.0002621032,0.001876149,0.001647654,0.001824736,0.0002092483,0.0002087269,0.0000322483,0.0004667876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8803729,"threshold_uncertainty_score":0.5938545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056670950612284,"score_gpt":0.4633009306374695,"score_spread":0.2576338355762411,"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."}}