{"id":"W4403816709","doi":"10.1093/eurpub/ckae144.105","title":"2.L. Round table: Monitoring health reforms to inform policy innovation: the Health Systems and Policies Monitor","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Round table; Health policy; Business; Political science; Medicine; Computer science; Nursing; Public health; Data mining","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":[0.03260326,0.0008390021,0.0006062583,0.002455818,0.00422426,0.01331721,0.002165195,0.006462935,0.05751339],"category_scores_gemma":[0.05998194,0.0007473056,0.0009441598,0.002074168,0.001844812,0.01133855,0.006738415,0.006887566,0.02179772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006299354,"about_ca_system_score_gemma":0.02664321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01465257,"about_ca_topic_score_gemma":0.01768671,"domain_scores_codex":[0.9859189,0.007482891,0.0006325934,0.001106989,0.002881961,0.001976685],"domain_scores_gemma":[0.9362653,0.02126741,0.004033987,0.006243679,0.01748773,0.01470182],"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":[0.00007992873,0.00007283669,0.002439522,0.000256142,0.0000150948,0.00007675543,0.001437712,0.0002500563,0.0003198019,0.01857502,0.9108592,0.06561796],"study_design_scores_gemma":[0.00008339433,0.0001562184,0.008618116,0.0009521031,0.00002820084,0.00008203983,0.003374852,0.001071752,0.001267561,0.02460896,0.9596443,0.0001124872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009638483,0.003269463,0.02095808,0.76092,0.0125217,0.002633713,0.01546036,0.006196388,0.1684017],"genre_scores_gemma":[0.2802349,0.005905067,0.1384924,0.2214458,0.01026505,0.0071455,0.02128431,0.004060552,0.3111665],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05751339,"threshold_uncertainty_score":0.1924015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1681798327802882,"score_gpt":0.3556843931646328,"score_spread":0.1875045603843446,"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."}}