{"id":"W2018678201","doi":"10.1111/j.1542-4758.2008.00312.x","title":"Linking Centers for Medicare & Medicaid Services data with prospective DCOR trial data: Methods and data comparison results","year":2008,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Database; Medicaid; Dialysis; Hemodialysis; Clinical trial; End stage renal disease; Prospective cohort study; Emergency medicine; Internal medicine; Intensive care medicine; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08373071,0.001971053,0.002223772,0.005117265,0.0006347933,0.003822789,0.001942696,0.001275567,0.01328541],"category_scores_gemma":[0.1436007,0.0008039522,0.003687061,0.007240297,0.0006783372,0.002114555,0.003310847,0.001276849,0.0019972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009849904,"about_ca_system_score_gemma":0.002917618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998272,"about_ca_topic_score_gemma":0.001317059,"domain_scores_codex":[0.7846466,0.1670799,0.02090445,0.01106536,0.01367335,0.002630235],"domain_scores_gemma":[0.8527137,0.09060521,0.0231015,0.02156987,0.01010012,0.001909631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1686798,0.005514833,0.5551627,0.01008452,0.06205621,0.000326941,0.001174172,0.005318873,0.001778867,0.008971521,0.02661829,0.1543133],"study_design_scores_gemma":[0.1191467,0.03372749,0.6047584,0.003505348,0.05614737,0.001573231,0.00236267,0.02919835,0.009178258,0.01258672,0.1269083,0.000907198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6137496,0.01206206,0.05955214,0.001929992,0.0009913465,0.05131884,0.2380161,0.001057267,0.02132266],"genre_scores_gemma":[0.7317349,0.001885269,0.05979351,0.001341666,0.0005945108,0.09418875,0.1065336,0.0005393953,0.003388524],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08373071,"threshold_uncertainty_score":0.4428156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208688428399904,"score_gpt":0.4242721164842101,"score_spread":0.3034032736442197,"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."}}