{"id":"W7034501170","doi":"","title":"Universal Healthcare: Is it the Future?","year":2021,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Universal design; Population; Health care; Healthcare system; Universal health care; State (computer science); Public healthcare","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000665572,0.0001733385,0.0001419408,0.000139397,0.000230393,0.0001248557,0.000295355,0.00005780931,0.0001546753],"category_scores_gemma":[0.000005422002,0.00017557,0.0000869048,0.000747745,0.00006636189,0.0009889785,0.0001422229,0.0002473943,0.0001805624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029913,"about_ca_system_score_gemma":0.0001101051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152673,"about_ca_topic_score_gemma":0.0003340754,"domain_scores_codex":[0.999051,0.00003904015,0.0001421167,0.0001928062,0.0002588567,0.0003161711],"domain_scores_gemma":[0.9992999,0.0000544735,0.00004040503,0.0003694892,0.0001239861,0.0001116921],"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":[0.0004572708,0.0007883653,0.06350509,0.0009038947,0.002496096,0.00303863,0.03472063,0.09870323,0.001100184,0.0734603,0.4392081,0.2816181],"study_design_scores_gemma":[0.0006401511,0.00005617505,0.002361587,0.00002860077,0.00003653011,0.00001251672,0.005863306,0.01089616,0.000815443,0.000258266,0.9787006,0.0003306064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124957,0.0004348182,0.004506733,0.01181623,0.001041041,0.0004020289,0.0005707234,0.0005325858,0.1682002],"genre_scores_gemma":[0.9916324,0.0002804505,0.00005463088,0.0002873112,0.00007437423,4.93231e-7,0.000150149,0.00002507762,0.007495123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394925,"threshold_uncertainty_score":0.7159536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830424319432282,"score_gpt":0.2189540699917071,"score_spread":0.2006498267973843,"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."}}