{"id":"W3181268578","doi":"","title":"膵・消化管神経内分泌腫瘍（GEP-NEN）の診断の進歩","year":2021,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005642387,0.0006025619,0.001017784,0.0002831626,0.0002707052,0.0001049021,0.0006809914,0.0000450287,0.04072116],"category_scores_gemma":[0.004935682,0.0005735873,0.0003607935,0.001176656,0.0006710904,0.000346885,0.0007072233,0.002019092,0.006342022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302571,"about_ca_system_score_gemma":0.001698034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004519088,"about_ca_topic_score_gemma":0.00002111728,"domain_scores_codex":[0.9925451,0.0006021879,0.0009179735,0.001240885,0.002711751,0.001982066],"domain_scores_gemma":[0.9949091,0.0007850969,0.0002179534,0.001241732,0.0005866222,0.002259493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008391549,0.00254711,0.004584214,0.002615993,0.0009766968,0.3030305,0.0009549875,0.000005840981,0.1145894,0.0003758191,0.47881,0.09067027],"study_design_scores_gemma":[0.006466608,0.0004165682,0.0007052537,0.0007281962,0.0003987616,0.00766141,0.0009630442,0.0004691145,0.1671667,0.0001754389,0.81437,0.0004789025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3864387,0.1699637,0.0002139089,0.20053,0.01767253,0.003035953,0.0004287527,0.001068096,0.2206484],"genre_scores_gemma":[0.8984556,0.02984198,0.0006962776,0.009073607,0.004949701,0.0001201844,0.000167858,0.0001977578,0.05649708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5120169,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173163767316967,"score_gpt":0.381661312376956,"score_spread":0.3399296747037863,"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."}}