{"id":"W4412675556","doi":"10.21460/bikdw.v10i1.1082","title":"COMPARATIVE COST ANALYSIS OF ASTHMA-COPD OVERLAP SYNDROME AND CHRONIC OBSTRUCTIVE PULMONARY DISEASE: SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Berkala Ilmiah Kedokteran Duta Wacana","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary disease; COPD; Medicine; Asthma; Overlap syndrome; Intensive care medicine; Disease; Internal medicine; Cardiology; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007922665,0.001749177,0.01171984,0.01386553,0.0005956097,0.00288282,0.002026049,0.001657694,0.005081001],"category_scores_gemma":[0.0475114,0.001088013,0.01465017,0.01342772,0.0007043681,0.002191781,0.001688432,0.001377943,0.000181639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00598683,"about_ca_system_score_gemma":0.009937043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667696,"about_ca_topic_score_gemma":0.03372763,"domain_scores_codex":[0.9906363,0.004070564,0.002837499,0.0006958526,0.001475286,0.0002843846],"domain_scores_gemma":[0.9725802,0.0202122,0.004495257,0.0003628424,0.002081589,0.0002679061],"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":[0.0004498779,0.00002178159,0.0027079,0.900916,0.07197426,0.00009883363,0.00008588674,0.0003056049,0.00005648971,0.0003608959,0.0009435513,0.02207887],"study_design_scores_gemma":[0.0009129989,0.0004018214,0.01670525,0.5497549,0.4188038,0.0005466673,0.0003455326,0.0005003171,0.0001628705,0.0007488485,0.0110429,0.00007404705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002852386,0.9948829,0.0001869655,0.0002096062,0.00009640123,0.0003882999,0.001046259,0.000009681394,0.0003274594],"genre_scores_gemma":[0.07596244,0.9203654,0.001097695,0.0003933918,0.0001175341,0.00109168,0.0008368097,0.000009965504,0.0001251308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01667696,"threshold_uncertainty_score":0.04343766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537893085101084,"score_gpt":0.3087945573363419,"score_spread":0.293415626485331,"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."}}