{"id":"W255210343","doi":"10.18907/jjsre.34.special_s102","title":"コンベックス走査式超音波気管支鏡ガイド下針生検(EBUS-TBNA)検体を用いたがんトランスレーショナル・リサーチ(池田賞受賞記念講演,第35回日本呼吸器内視鏡学会学術集会)","year":2012,"lang":"ja","type":"article","venue":"気管支学 : 日本気管支研究会雑誌","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.001217757,0.001568376,0.001442942,0.0007329307,0.0006880604,0.0001728066,0.001528373,0.001946077,0.006495975],"category_scores_gemma":[0.0002845976,0.001688221,0.0006564489,0.001276247,0.0006940195,0.001650759,0.0004489788,0.002588672,0.006669652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928335,"about_ca_system_score_gemma":0.0001712622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003176277,"about_ca_topic_score_gemma":0.0001559114,"domain_scores_codex":[0.9927939,0.0002930834,0.001459659,0.001127769,0.0008039654,0.003521677],"domain_scores_gemma":[0.9959123,0.0003937055,0.0002487088,0.002326427,0.0001834651,0.000935445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006169988,0.002920242,0.04963482,0.003989749,0.004261814,0.0007343389,0.02569383,0.004950623,0.01636355,0.5291884,0.2967595,0.06488616],"study_design_scores_gemma":[0.006081249,0.001272911,0.06496541,0.001284766,0.001748085,0.00102792,0.01428124,0.009488376,0.01743266,0.03035226,0.8427949,0.009270242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3600282,0.08381154,0.002001336,0.002378802,0.01232059,0.001508978,0.0004917817,0.004608278,0.5328505],"genre_scores_gemma":[0.9837264,0.003291206,0.002028169,0.0004783136,0.002353129,0.0001351341,0.0001481331,0.0003199822,0.007519474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6236983,"threshold_uncertainty_score":0.9997124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172532388867259,"score_gpt":0.2107448481445869,"score_spread":0.1990195242559143,"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."}}