{"id":"W4413044875","doi":"10.24083/apjhm.v20i2.4221","title":"Is the United States ready for Universal Healthcare?","year":2025,"lang":"en","type":"article","venue":"Asia Pacific Journal of Health Management","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Health care; Universal design; Business; Private sector; Healthcare system; Public relations; Political science; Public administration; Public economics; Economic growth; Economics; Engineering; Law","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":[0.004693117,0.0002727047,0.0006109387,0.001104812,0.001880004,0.006127312,0.0006255961,0.003474108,0.01281296],"category_scores_gemma":[0.01137299,0.0001695468,0.0005819438,0.001244079,0.004119704,0.006201877,0.003589754,0.005018504,0.0007723502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003933528,"about_ca_system_score_gemma":0.006596153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806635,"about_ca_topic_score_gemma":0.009913932,"domain_scores_codex":[0.9972106,0.001275684,0.0001058918,0.0003409682,0.0005354484,0.0005314903],"domain_scores_gemma":[0.996108,0.001910307,0.000363132,0.0002425553,0.0005291341,0.0008468337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006485211,0.00004708603,0.004956968,0.0002338771,0.00004809501,0.000170069,0.000768784,0.0004499081,0.00007496092,0.7502931,0.1424846,0.1004079],"study_design_scores_gemma":[0.00004227628,0.00007481792,0.007753808,0.002543518,0.00006722912,0.0003722869,0.003441701,0.0007188827,0.000140992,0.5151187,0.4696764,0.00004940966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01271262,0.0509384,0.001663632,0.8730785,0.003462947,0.00001010904,0.000247837,0.00003683368,0.05784917],"genre_scores_gemma":[0.6474023,0.06078397,0.00284207,0.272662,0.005238685,0.00009878834,0.0004267479,0.00006594141,0.01047946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01806635,"threshold_uncertainty_score":0.04286367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0792391791273387,"score_gpt":0.3281244830941477,"score_spread":0.248885303966809,"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."}}