{"id":"W35289671","doi":"10.1161/circ.124.suppl_21.a18075","title":"Abstract 18075: Resource Utilization in Patients with Mitral Regurgitation Before and After Surgical Intervention: An Analysis of the Centers for Medicare and Medicaid Services Database","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Medicaid; Intervention (counseling); Mitral regurgitation; Database; Emergency medicine; Intensive care medicine; Surgery; Nursing; Health 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463842,0.0002402996,0.000511169,0.002832691,0.0003145162,0.0008479293,0.0003904559,0.0004137341,0.001424791],"category_scores_gemma":[0.00435814,0.0001983313,0.00072563,0.004350194,0.0001684893,0.0005659242,0.0005735082,0.0004853283,0.0002473114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009561322,"about_ca_system_score_gemma":0.0006544648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159203,"about_ca_topic_score_gemma":0.01175925,"domain_scores_codex":[0.9985435,0.0003588558,0.0003423429,0.0002190967,0.0003958667,0.0001402615],"domain_scores_gemma":[0.9954588,0.0008699126,0.002737781,0.0001967843,0.0003604685,0.0003762214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001473381,0.00004371002,0.9977587,0.00002119138,0.0001213237,0.00003568848,0.00002533549,0.00009785254,0.00005934117,0.00002009502,0.0005789168,0.001090469],"study_design_scores_gemma":[0.00001128325,0.00002579097,0.9990113,0.000008760393,0.00002713511,0.00009902578,0.00004992048,0.0005183787,0.00002960069,0.00001113221,0.0002044917,0.000003282207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844577,0.000275265,0.00007985643,0.0001293625,0.000007369446,0.0000249081,0.01465175,0.000009809501,0.0003639342],"genre_scores_gemma":[0.9808014,0.0001431124,0.0002504114,0.00009853952,0.00002735537,0.00006800112,0.01845456,0.000005489074,0.0001511783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159203,"threshold_uncertainty_score":0.02304912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611376039020844,"score_gpt":0.2960406760464446,"score_spread":0.2799269156562362,"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."}}