{"id":"W4408221595","doi":"10.46576/wdw.v19i1.5752","title":"EVALUASI AUDIT SISTEM INFORMASI MENGENAI LAYANAN KESEHATAN","year":2025,"lang":"id","type":"article","venue":"Warta Dharmawangsa","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Audit; Business; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00461541,0.0006916507,0.001062012,0.0005122885,0.002807159,0.000125754,0.0006360849,0.001241848,0.0038762],"category_scores_gemma":[0.0009963039,0.0007000974,0.0003692749,0.001227751,0.0002235818,0.0007768288,0.0004074479,0.002868722,0.004555208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142289,"about_ca_system_score_gemma":0.003978902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366677,"about_ca_topic_score_gemma":0.002550636,"domain_scores_codex":[0.9905104,0.003221693,0.002426473,0.0009219617,0.001020249,0.001899189],"domain_scores_gemma":[0.995167,0.001228836,0.0007450628,0.001362371,0.0007291803,0.000767585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007906279,0.0007318585,0.1356868,0.01883592,0.001078392,0.00009713606,0.04673684,0.00001844685,0.0008158662,0.08621337,0.546302,0.1626928],"study_design_scores_gemma":[0.002248362,0.0002210356,0.07357819,0.001980839,0.0002766944,0.000005237354,0.01899743,0.0004845289,0.0003678467,0.0005370664,0.9006689,0.0006338926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.298047,0.01038829,0.001028929,0.1620706,0.03187709,0.009007634,0.0005667193,0.001437301,0.4855764],"genre_scores_gemma":[0.8467339,0.002363588,0.0002277712,0.01516941,0.001114231,0.0003480958,0.0003433497,0.00009300446,0.1336066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.548687,"threshold_uncertainty_score":0.999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08191719872836763,"score_gpt":0.4668514776005437,"score_spread":0.3849342788721761,"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."}}