{"id":"W2330023517","doi":"10.1055/s-0035-1544642","title":"EBUS-TBNA Proben lassen sich ohne Verlust der diagnostischen Genauigkeit für zytologische und molekulare Analysen teilen","year":2015,"lang":"de","type":"article","venue":"Pneumologie","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009155807,0.001125185,0.001747607,0.0003387251,0.0002648736,0.0002080643,0.0008607871,0.0008909451,0.000513104],"category_scores_gemma":[0.002343994,0.0008909063,0.0005169556,0.0008376061,0.0004657934,0.0003009892,0.0007809115,0.0009871839,0.004378668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730097,"about_ca_system_score_gemma":0.001564659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499421,"about_ca_topic_score_gemma":0.0003822278,"domain_scores_codex":[0.9936156,0.0005537531,0.001101198,0.001776567,0.001172461,0.001780434],"domain_scores_gemma":[0.9946152,0.001067201,0.0005300043,0.001902001,0.0006599872,0.001225611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004341851,0.002594275,0.8582929,0.0005073135,0.008831573,0.005410354,0.001155335,0.0006704854,0.0001988609,0.0004104342,0.1096251,0.01186917],"study_design_scores_gemma":[0.01911049,0.007897126,0.4893372,0.002136054,0.03555654,0.0001880939,0.002128185,0.00138638,0.01439853,0.002340474,0.4218422,0.003678729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.564399,0.3700342,0.0001737148,0.03871771,0.005342149,0.004635911,0.000601847,0.0008351175,0.01526033],"genre_scores_gemma":[0.9798977,0.01096439,0.001264745,0.001827792,0.002240826,0.0008023907,0.0008400094,0.0001907178,0.001971453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4154987,"threshold_uncertainty_score":0.9993542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07170490332050598,"score_gpt":0.3736340205612679,"score_spread":0.3019291172407619,"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."}}