{"id":"W4394860280","doi":"10.61093/hem.2024.1-03","title":"Socio-economic determinants of public healthcare","year":2024,"lang":"en","type":"article","venue":"Health Economics and Management Review","topic":"Global Health Care Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public healthcare; Business; Economics; Economic growth","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":[0.001149656,0.000119911,0.000251643,0.002904435,0.0004002906,0.001319593,0.0002124828,0.0002516017,0.008117791],"category_scores_gemma":[0.00830375,0.00007373584,0.0007140804,0.004608271,0.0003198256,0.0006148814,0.0008017336,0.0005418396,0.0005009457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365904,"about_ca_system_score_gemma":0.00173278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026428,"about_ca_topic_score_gemma":0.01031936,"domain_scores_codex":[0.998951,0.0003454104,0.00009271884,0.00006877667,0.0003092282,0.0002327499],"domain_scores_gemma":[0.994137,0.002660713,0.001637235,0.0001931995,0.0006676872,0.0007041262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003744812,0.00009594594,0.9698737,0.0001901979,0.0001534514,0.000107612,0.0004594819,0.0003783228,0.0000547487,0.003952944,0.002265158,0.02243102],"study_design_scores_gemma":[0.000001670559,0.00002315968,0.9949771,0.000117022,0.00003506227,0.00004024642,0.0005900383,0.000343712,0.00003751161,0.0008466567,0.002982324,0.000005430952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294516,0.01034752,0.001432232,0.01078496,0.0001773386,0.000165833,0.007878701,0.00004062193,0.03972113],"genre_scores_gemma":[0.9966496,0.001583747,0.0001761945,0.00009948868,0.00006064061,0.0000246121,0.0007629551,0.000004349558,0.0006385092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026428,"threshold_uncertainty_score":0.02715671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274068565251652,"score_gpt":0.4834842474715841,"score_spread":0.356077390946419,"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."}}