{"id":"W4417480598","doi":"10.1016/j.jval.2025.09.466","title":"EE82 Budget Impact Analysis of Direct Oral Anticoagulants vs. Vitamin K Antagonists in Algeria: A Public Payer Perspective","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Vitamin k; Perspective (graphical); Public health; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002070424,0.0001657948,0.001227024,0.002404905,0.00009690283,0.00006520063,0.0002695262,0.0001092953,0.0001033174],"category_scores_gemma":[0.0004883924,0.0001853375,0.0002090568,0.003929134,0.00005886454,0.0001865899,0.00009082434,0.0002538568,0.00001063416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419333,"about_ca_system_score_gemma":0.0004688711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1366372,"about_ca_topic_score_gemma":0.008414821,"domain_scores_codex":[0.9980289,0.0002208686,0.0009158912,0.000302841,0.0000555331,0.000475998],"domain_scores_gemma":[0.9989538,0.000224256,0.0003396033,0.0003391124,0.00004906589,0.00009412372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003697532,0.0003086646,0.964488,0.00004390357,0.0004239853,0.000003349225,0.005434615,0.000405892,0.000004503507,0.02802226,0.0001860452,0.0006417633],"study_design_scores_gemma":[0.0005904649,0.00007386333,0.9860197,0.000049042,0.00001478791,2.400767e-7,0.0007699131,0.006033832,0.000009043846,0.005920526,0.0003567874,0.0001617457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889275,0.001441876,0.00007137926,0.003055547,0.0001674907,0.0002666306,0.0001933583,0.00001869977,0.005857493],"genre_scores_gemma":[0.9984103,0.001001636,0.000166747,0.0002205154,0.00001038958,0.000009291643,0.00004013218,0.00001108882,0.0001298725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282224,"threshold_uncertainty_score":0.869112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154717740655732,"score_gpt":0.3377613175458167,"score_spread":0.2762141401392594,"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."}}