{"id":"W6893254683","doi":"10.5281/zenodo.15165698","title":"HEALTH CARE SYSTEM OF FOREIGN COUNTRIES","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Government (linguistics); Developing country; Healthcare system; Developed country; Healthcare delivery; Public healthcare; Public health","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":[0.0005106226,0.0002233689,0.0001353163,0.001272722,0.0009307931,0.001445221,0.0002513106,0.0004541377,0.01314871],"category_scores_gemma":[0.0007618589,0.00008298959,0.0001530309,0.001939459,0.0004242407,0.0003892382,0.0009177043,0.000378971,0.00139259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186629,"about_ca_system_score_gemma":0.002777722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02088127,"about_ca_topic_score_gemma":0.01283925,"domain_scores_codex":[0.999556,0.0001503006,0.00003324161,0.00005236731,0.00004291867,0.0001652181],"domain_scores_gemma":[0.9997424,0.00004455307,0.00005925384,0.00001625137,0.0000655929,0.00007200235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004471326,0.000354441,0.3370687,0.001450772,0.0002106973,0.007076653,0.01232801,0.003474422,0.002351904,0.2448222,0.1237165,0.2666985],"study_design_scores_gemma":[0.00007386818,0.0002564573,0.4708618,0.001065877,0.00009040331,0.004437765,0.01936134,0.001290277,0.0007991981,0.005313675,0.4963875,0.00006181218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5216354,0.0185368,0.001352073,0.01311507,0.0005998943,0.000152637,0.007070822,0.0001473927,0.43739],"genre_scores_gemma":[0.9582103,0.006975755,0.001251921,0.002010935,0.0001233909,0.0001053311,0.003076314,0.00001845075,0.02822768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02088127,"threshold_uncertainty_score":0.04398686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482829714421818,"score_gpt":0.3735971149379115,"score_spread":0.3287688177936934,"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."}}