{"id":"W4250371803","doi":"10.1007/s00066-019-01565-z","title":"36. Jahrestagung der Österreichischen Gesellschaft für Radioonkologie, Radiobiologie und Medizinische Radiophysik","year":2020,"lang":"de","type":"article","venue":"Strahlentherapie und Onkologie","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006960098,0.002046367,0.002799626,0.0002983528,0.0005563731,0.0002808018,0.001651521,0.001411082,0.002141721],"category_scores_gemma":[0.0006011576,0.001631835,0.001278564,0.0009477528,0.001420275,0.0004229738,0.0005287153,0.002083946,0.003104141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127233,"about_ca_system_score_gemma":0.001435538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244101,"about_ca_topic_score_gemma":0.0000253085,"domain_scores_codex":[0.9903263,0.0008593946,0.001842439,0.002943508,0.001204759,0.00282364],"domain_scores_gemma":[0.9937594,0.001491275,0.0008332261,0.001957718,0.0002655422,0.001692849],"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":[0.01819612,0.01418387,0.1593166,0.007103448,0.1679766,0.01647569,0.01506063,0.001606427,0.03484439,0.01316524,0.2150505,0.3370205],"study_design_scores_gemma":[0.04307093,0.02505332,0.04757926,0.00265989,0.03929313,0.00008454085,0.003156031,0.001431069,0.05208937,0.003805395,0.7749001,0.006876925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08450105,0.8423821,0.0006924255,0.05197824,0.007937353,0.003998383,0.0006761487,0.00115171,0.006682576],"genre_scores_gemma":[0.8360457,0.1398929,0.003405682,0.01165858,0.007208505,0.0003790025,0.0006682507,0.000344242,0.0003970807],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7515447,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06087303286681606,"score_gpt":0.3579915620636449,"score_spread":0.2971185291968289,"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."}}