{"id":"W2056507942","doi":"10.1377/hlthaff.2010.0158","title":"The Group Health Medical Home At Year Two: Cost Savings, Higher Patient Satisfaction, And Less Burnout For Providers","year":2010,"lang":"en","type":"article","venue":"Health Affairs","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":569,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Health Sciences North","funders":"","keywords":"Burnout; Blueprint; Medical home; Medicine; Health care; Family medicine; Patient satisfaction; Nursing; Medical emergency; Primary care","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003157335,0.0003033954,0.0006404364,0.0001037115,0.00477036,0.00003363654,0.0002127782,0.0003345686,0.0004066604],"category_scores_gemma":[0.0003850785,0.0002158432,0.0000995638,0.0001788689,0.0002474714,0.0001672408,0.0002502876,0.001521353,0.0001058414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423202,"about_ca_system_score_gemma":0.005306134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006634296,"about_ca_topic_score_gemma":0.09247897,"domain_scores_codex":[0.9949769,0.0006568963,0.001307479,0.000572368,0.0007248314,0.001761482],"domain_scores_gemma":[0.9948699,0.002062998,0.0007494344,0.0005942254,0.0001846067,0.0015388],"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":[0.000351086,0.0000578926,0.1301319,0.001719197,0.00002801607,0.000002933398,0.003712188,2.440104e-7,0.000007291474,0.02312648,0.6861757,0.154687],"study_design_scores_gemma":[0.002357167,0.0004127049,0.1846455,0.0001352184,0.000007159831,0.00000868076,0.004022737,0.00001807483,5.979384e-7,0.0008635561,0.8073159,0.0002126953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1455551,0.005403278,0.0002506257,0.8144754,0.01604479,0.01187359,0.0003324302,0.0005479858,0.005516779],"genre_scores_gemma":[0.8984426,0.003405029,0.001141064,0.09189476,0.00134668,0.00177144,0.000116323,0.0001185986,0.001763488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7528875,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297967452086875,"score_gpt":0.3858395275620056,"score_spread":0.356042782353318,"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."}}