{"id":"W4409496884","doi":"10.31970/ma.v7i01.300","title":"SCOPING REVIEW VALIDITAS ALAT SKRINING DEPRESI PADA PENDERITA TUBERKULOSIS: SEBUAH SCOPING REVIEW","year":2025,"lang":"id","type":"article","venue":"Medika Alkhairaat Jurnal Penelitian Kedokteran dan Kesehatan","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005868493,0.002200837,0.004887291,0.0009101634,0.001305735,0.0009840464,0.002901471,0.0006498181,0.006641245],"category_scores_gemma":[0.005694864,0.00223598,0.001493043,0.001898022,0.0004906653,0.00126846,0.001069011,0.002186288,0.000753592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747584,"about_ca_system_score_gemma":0.003918951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048339,"about_ca_topic_score_gemma":0.0006558719,"domain_scores_codex":[0.983718,0.00246388,0.006394233,0.002402695,0.002503402,0.002517822],"domain_scores_gemma":[0.9878618,0.003180794,0.002399105,0.004068529,0.001048107,0.001441626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004553809,0.0007385849,0.0009394651,0.9161926,0.0007043672,0.0002771325,0.002327399,0.000002196754,0.0001197682,0.002849251,0.06784493,0.007958753],"study_design_scores_gemma":[0.001838416,0.0001762726,0.0001741648,0.9852641,0.003062248,0.0005089624,0.001032374,0.0001225475,0.0008421314,0.001704676,0.003321439,0.00195262],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002679416,0.9265462,0.002328549,0.01784936,0.00505982,0.01192283,0.0001577391,0.0005558646,0.03290022],"genre_scores_gemma":[0.01680607,0.9256001,0.008802258,0.02928839,0.002483463,0.001761739,0.0007685872,0.0007396218,0.01374976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06907154,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08753457847051398,"score_gpt":0.412774071730178,"score_spread":0.3252394932596641,"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."}}