{"id":"W1586434413","doi":"10.2139/ssrn.1769133","title":"A Fuzzy Approach to the Measurement of Leakages for North American Health System","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université Laval; University of Ottawa","funders":"","keywords":"Fuzzy logic; Computer science; Engineering; Actuarial science; Business; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004603654,0.0003414167,0.0004259788,0.005025006,0.002070143,0.002391177,0.0006946092,0.0005768426,0.001801097],"category_scores_gemma":[0.01281592,0.00026996,0.0007207223,0.003865161,0.0009022906,0.001781557,0.000965679,0.0007836258,0.000114821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005209084,"about_ca_system_score_gemma":0.002900054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04217351,"about_ca_topic_score_gemma":0.05094981,"domain_scores_codex":[0.9963898,0.001481857,0.0003780853,0.0002476625,0.001259304,0.0002432534],"domain_scores_gemma":[0.9918455,0.003862683,0.0009422867,0.0003333781,0.002787268,0.0002288678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008542158,0.000703132,0.3006163,0.0007614511,0.0007186957,0.0005676558,0.01378794,0.1194898,0.009454247,0.1862989,0.006153286,0.3605944],"study_design_scores_gemma":[0.00006193629,0.0008909666,0.2544692,0.0005249825,0.0003392585,0.0004469806,0.02587976,0.5551739,0.005821479,0.1435942,0.01253462,0.0002628393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6429007,0.0007073704,0.3185093,0.001636554,0.0001051607,0.0004444415,0.001229697,0.0001823099,0.03428443],"genre_scores_gemma":[0.9463599,0.000102824,0.0520929,0.00006861506,0.00001732034,0.0001052614,0.0001301122,0.000004667026,0.001118347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9578265,"threshold_uncertainty_score":0.08385605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09145010279258381,"score_gpt":0.3791437953578405,"score_spread":0.2876936925652567,"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."}}