{"id":"W6942454216","doi":"10.15017/7164781","title":"脳卒中データベース研究の展望","year":2023,"lang":"en","type":"article","venue":"Kyushu University Institutional Repository (QIR) (Kyushu University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Health care; Epidemiology; Informed consent; Medical record; Acute stroke; Quality (philosophy); MEDLINE; Information system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001109015,0.0002477379,0.0002247311,0.000227292,0.002137482,0.00006787029,0.0006455681,0.0002187564,0.001300444],"category_scores_gemma":[0.0000622283,0.0001647764,0.0002721822,0.001875298,0.0001044304,0.0007205448,0.0002670813,0.0003198473,0.00234243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035138,"about_ca_system_score_gemma":0.0001286535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190662,"about_ca_topic_score_gemma":0.0003278799,"domain_scores_codex":[0.9983101,0.0001393276,0.0001671451,0.0005350862,0.0003936602,0.0004546232],"domain_scores_gemma":[0.9986175,0.0006340661,0.0001208838,0.0001409859,0.0001895945,0.0002969972],"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":[0.001863021,0.0008624804,0.09397004,0.00007371869,0.0005534572,0.01819156,0.0006318429,0.003343864,0.22788,0.4464535,0.1994573,0.006719222],"study_design_scores_gemma":[0.0002269586,0.0001060784,0.01454567,0.00005667218,0.00006412589,0.000187575,0.001416001,0.0003609757,0.0007725052,0.0001585562,0.9817178,0.0003871041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7497352,0.00003814939,0.00005266801,0.0007322714,0.001036989,0.0002087148,0.0009607013,0.0005966967,0.2466386],"genre_scores_gemma":[0.9119297,0.0004418297,0.00008209641,0.0001051727,0.0003836639,3.27839e-7,0.001407034,0.000002272674,0.0856479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7822605,"threshold_uncertainty_score":0.9996125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108238952041915,"score_gpt":0.1599122201726185,"score_spread":0.1488298306521993,"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."}}