{"id":"W2030630289","doi":"10.1097/ncm.0000000000000081","title":"Surgical Rehospitalization of the Medicare Fee-For-Service Patient","year":2015,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Fee-for-service; Service (business); MEDLINE; Medicine; Business; Health care; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003161993,0.0001244789,0.000179538,0.00006513649,0.00009652402,0.000005904698,0.0000759985,0.00004947915,0.00006673424],"category_scores_gemma":[0.00003386032,0.00007229341,0.00009306768,0.0002566425,0.00003258309,0.0000421829,0.0002571301,0.00006601143,0.00001636835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027804,"about_ca_system_score_gemma":0.00006014104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003595213,"about_ca_topic_score_gemma":0.00001686252,"domain_scores_codex":[0.9986898,0.00006723257,0.0002873875,0.0002061586,0.0005720678,0.0001773055],"domain_scores_gemma":[0.9991769,0.0000363311,0.0001015667,0.0003185818,0.0002273183,0.0001393664],"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":[0.00272549,0.00450503,0.03075014,0.004835322,0.001621307,0.01007992,0.00859802,0.0002395047,0.00004169274,0.139348,0.6891125,0.1081432],"study_design_scores_gemma":[0.006754866,0.0006227202,0.004189865,0.0006736657,0.0006199966,0.0004332164,0.007449276,0.0007372773,0.0003341154,0.00116359,0.9768012,0.0002201954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881848,0.0005045076,0.0004321812,0.07228792,0.002308218,0.006991396,0.00003460825,0.0001245154,0.03546866],"genre_scores_gemma":[0.9908086,0.00001040899,0.002196257,0.001107026,0.00008983074,0.0003133057,0.00007906361,0.00001699973,0.005378518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876888,"threshold_uncertainty_score":0.2948039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249900025755964,"score_gpt":0.3132926762180609,"score_spread":0.2807936759605013,"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."}}