{"id":"W7107948696","doi":"10.12114/j.issn.1007-9572.2024.0439","title":"Quality Evaluation of Methodology on the Changes in Traditional Chinese Medicine Syndromes of Stroke and Risk Population","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cohort; Traditional Chinese medicine; Cohort study; Chinese population; Longitudinal study; Population; Quality (philosophy)","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02011843,0.0004756861,0.002401438,0.002228844,0.0002118397,0.0000413807,0.0008991411,0.0001860616,0.004914731],"category_scores_gemma":[0.0215189,0.0003032234,0.0001887252,0.001781558,0.000927803,0.0004530007,0.0003082407,0.0008225814,9.714078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314207,"about_ca_system_score_gemma":0.0003121312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006148927,"about_ca_topic_score_gemma":0.00153015,"domain_scores_codex":[0.9897999,0.004872152,0.002135793,0.000551315,0.002335454,0.0003053562],"domain_scores_gemma":[0.9832337,0.01261172,0.002399764,0.0005359367,0.001085938,0.000132973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158706,0.0005889885,0.9633743,0.0008328737,0.001197404,0.000006638614,0.001191212,0.0002475233,0.009978996,0.005950251,0.003091841,0.01238126],"study_design_scores_gemma":[0.003275604,0.0001520294,0.8861101,0.003616898,0.001118926,0.00001289928,0.0007581201,0.0003338557,0.0005826909,0.1038343,0.00002821044,0.0001764201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375246,0.04774966,0.00008923461,0.005599461,0.001097045,0.001441736,0.0004675292,0.00000932188,0.006021478],"genre_scores_gemma":[0.9782031,0.02061822,0.0001331394,0.0002781818,0.0004345899,0.00009322407,0.000101004,0.00002702065,0.0001115129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09788401,"threshold_uncertainty_score":0.999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.648799552826353,"score_gpt":0.6383239850768638,"score_spread":0.01047556774948921,"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."}}