{"id":"W4403830801","doi":"10.1681/asn.2024bzcfkb63","title":"Assessing the Quality of Care for People with CKD: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Journal of the American Society of Nephrology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Meta-analysis; Medicine; Intensive care medicine; Quality (philosophy); Systematic review; MEDLINE; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02791313,0.003287985,0.02208676,0.009442728,0.0007760903,0.004003587,0.00262003,0.002608069,0.003139026],"category_scores_gemma":[0.06652816,0.001937804,0.05194274,0.01055222,0.0009734617,0.00253033,0.002130223,0.002346802,0.0002562067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650097,"about_ca_system_score_gemma":0.005603244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259987,"about_ca_topic_score_gemma":0.02376341,"domain_scores_codex":[0.9766995,0.01251285,0.006142478,0.001908487,0.002220758,0.0005160879],"domain_scores_gemma":[0.954703,0.03447086,0.006609128,0.001146092,0.002670083,0.0004008161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001015114,0.00002388407,0.004139656,0.3159087,0.669742,0.00006841619,0.00007831211,0.0005556747,0.00007187187,0.0001184666,0.0004168466,0.007861022],"study_design_scores_gemma":[0.0004183154,0.0001272996,0.002861818,0.02955625,0.9655606,0.00006411876,0.0000409598,0.0002017741,0.00005885041,0.0001787454,0.000909234,0.00002200982],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004066076,0.9935465,0.0007611125,0.0002773511,0.0001293525,0.0003740272,0.0006364809,0.00002476139,0.0001841972],"genre_scores_gemma":[0.1745434,0.8164915,0.004446905,0.0009416432,0.000279908,0.001948921,0.001103757,0.00003695359,0.0002069733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02791313,"threshold_uncertainty_score":0.1476206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4565990632112014,"score_gpt":0.5280433798574011,"score_spread":0.07144431664619977,"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."}}