{"id":"W22338677","doi":"10.1107/s0909049511052319","title":"膵管内乳頭粘液性腫瘍(IPMN),膵上皮内腫瘍性病変(PanIN)および浸潤性膵菅癌(IDC)の組織発生 (第108回日本外科学会記念号 特集 膵管内乳頭粘液性腫瘍(IPMN)の最新知見)","year":2008,"lang":"en","type":"article","venue":"外科","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003076835,0.0007074502,0.0008859549,0.0002804387,0.0008591429,0.0001582385,0.0008871892,0.0002079781,0.008409469],"category_scores_gemma":[0.00002860648,0.0006740138,0.0007484121,0.000900696,0.0003764015,0.0005015801,0.0002173619,0.000766745,0.00581452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135307,"about_ca_system_score_gemma":0.0002332766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112924,"about_ca_topic_score_gemma":0.00005125017,"domain_scores_codex":[0.9959561,0.00013561,0.0007942453,0.001048668,0.0007430749,0.001322306],"domain_scores_gemma":[0.9976637,0.0001307695,0.0003227289,0.001235866,0.0001843656,0.0004626216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004206472,0.003086828,0.7142506,0.0001164081,0.002627829,0.0004325619,0.006016376,0.00106431,0.04133628,0.06904531,0.1254684,0.03613438],"study_design_scores_gemma":[0.01112713,0.00179694,0.1860398,0.0005690926,0.0025263,0.0001703031,0.006909313,0.01191614,0.1608863,0.03293222,0.5755154,0.009610949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244071,0.0008155115,0.01187403,0.00143731,0.001060637,0.0007646183,0.0002198565,0.0005167932,0.1589042],"genre_scores_gemma":[0.978115,0.0001035221,0.001567054,0.0004678782,0.001828118,0.00007794991,0.0002048006,0.0001039814,0.01753175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5282108,"threshold_uncertainty_score":0.9995711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059773277908833,"score_gpt":0.2326614903277448,"score_spread":0.2220637575486565,"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."}}