{"id":"W2033149259","doi":"10.5600/mmrr.004.01.b01","title":"Medicare-Medicaid Eligible Beneficiaries and Potentially Avoidable Hospitalizations","year":2014,"lang":"en","type":"article","venue":"Medicare & Medicaid Research Review","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Medicaid; Medicine; Population; Timeline; Health care; Medical emergency; Emergency medicine; Environmental health; Geography","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":[0.0005584049,0.0001430348,0.0001338177,0.001449713,0.0003018216,0.0003857676,0.0002382076,0.0002759292,0.005499627],"category_scores_gemma":[0.00299089,0.0001071514,0.0003887222,0.001110008,0.0001458626,0.0003949738,0.0006008258,0.0003681951,0.000250077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387552,"about_ca_system_score_gemma":0.000503504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139755,"about_ca_topic_score_gemma":0.01919579,"domain_scores_codex":[0.9995084,0.00008573422,0.00008155975,0.0000803587,0.000143485,0.0001005035],"domain_scores_gemma":[0.996956,0.0005223306,0.001949552,0.00007499939,0.0001736905,0.0003234696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002002748,0.00001299609,0.9982546,0.00001190273,0.0000155501,0.00003004639,0.00002378586,0.0000483384,0.00002601076,0.00003822358,0.0004154985,0.001102872],"study_design_scores_gemma":[0.000001374371,0.00000836123,0.9994138,0.00001502361,0.000007429055,0.0001270166,0.00004775278,0.0001105507,0.00002165469,0.00002364619,0.0002219968,0.000001277194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915653,0.0004165494,0.0001301593,0.0002952091,0.000009415741,0.00002107782,0.004972725,0.00001003492,0.002579454],"genre_scores_gemma":[0.9974699,0.0001686435,0.0001171004,0.00004651773,0.00001674852,0.00001437748,0.001971646,0.000001995758,0.0001931336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139755,"threshold_uncertainty_score":0.0226624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09577038570806122,"score_gpt":0.4867602434408505,"score_spread":0.3909898577327893,"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."}}