{"id":"W3016206893","doi":"","title":"腎臓病診療におけるデータベース構築（J-CKD-DB）の現況","year":2020,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236813,0.0002476613,0.0002954057,0.0008579167,0.0008823268,0.002818993,0.0003453089,0.0004289281,0.007929403],"category_scores_gemma":[0.003187179,0.0002333745,0.0003668138,0.0005604524,0.001609992,0.001457937,0.0007558913,0.0008366267,0.001690684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169421,"about_ca_system_score_gemma":0.001962858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865372,"about_ca_topic_score_gemma":0.003443283,"domain_scores_codex":[0.9991419,0.0002054388,0.00009724345,0.000178447,0.0002941554,0.0000827296],"domain_scores_gemma":[0.9980877,0.0007303561,0.0002865967,0.0001173841,0.0005476744,0.000230194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002014436,0.00114543,0.2301973,0.001453888,0.0005201058,0.001291545,0.008466052,0.002423788,0.03471097,0.1646591,0.01715531,0.5359619],"study_design_scores_gemma":[0.0003906239,0.001988504,0.4109664,0.0008563701,0.0009429257,0.004766193,0.01486264,0.006653085,0.08700297,0.1449998,0.3262438,0.0003267243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5575489,0.01105093,0.02813611,0.01019969,0.0009293221,0.0005331891,0.001465296,0.0002701551,0.3898664],"genre_scores_gemma":[0.9487229,0.003747156,0.01646855,0.001365213,0.0003351922,0.0002274017,0.0004066097,0.00004011876,0.02868682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007929403,"threshold_uncertainty_score":0.02652651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295654684373459,"score_gpt":0.3082255817847312,"score_spread":0.2752690349409966,"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."}}