{"id":"W4405038269","doi":"10.56786/phwr.2024.17.47.3","title":"국내 및 주요 선험국의 만성질환 감시체계 비교","year":2024,"lang":"ko","type":"review","venue":"Public Health Weekly Report","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Disease Control and Prevention Agency","keywords":"Computer science","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.05751569,0.003575145,0.01420847,0.003512243,0.00155322,0.001227681,0.001719055,0.004441049,0.003779724],"category_scores_gemma":[0.008241381,0.002890337,0.003126145,0.00701752,0.0005060245,0.0008216042,0.0009235319,0.0111768,0.01370214],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01068886,"about_ca_system_score_gemma":0.2503898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03803938,"about_ca_topic_score_gemma":0.0009008475,"domain_scores_codex":[0.9525884,0.005804333,0.01947249,0.006366069,0.005830416,0.009938322],"domain_scores_gemma":[0.9644808,0.0009364329,0.007596681,0.007216456,0.002577449,0.01719218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007461418,0.0005424659,0.0002911741,0.2027681,0.0007183213,0.004087492,0.0007882704,2.430483e-8,9.038088e-8,0.002303292,0.3413399,0.4471535],"study_design_scores_gemma":[0.0007393957,0.001511562,0.0008303658,0.04589428,0.0007440619,0.03508777,0.000694387,0.00005235849,4.39652e-8,0.00008675572,0.9126219,0.001737191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003271628,0.6607766,0.0002155981,0.2583106,0.03033299,0.009419982,0.0005045063,0.001206408,0.03920059],"genre_scores_gemma":[0.0008293447,0.7928803,0.0003355162,0.016336,0.01896125,0.001732521,0.004640995,0.0009764994,0.1633076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.571282,"threshold_uncertainty_score":0.9998091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2383399522555726,"score_gpt":0.4759821281081585,"score_spread":0.2376421758525859,"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."}}