{"id":"W2004690262","doi":"10.1111/j.1523-1755.2004.00950.x","title":"Acceptance and rejection: Cost-effectiveness and the working nephrologist","year":2004,"lang":"en","type":"review","venue":"Kidney International","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Nephrology; Medicine; Internal medicine; Intensive care medicine","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":[0.007319223,0.0008850603,0.005872556,0.002775973,0.0004281201,0.002692263,0.001563638,0.002759405,0.004207813],"category_scores_gemma":[0.02362538,0.0004878392,0.003537461,0.005114639,0.001083097,0.002070035,0.0008089685,0.002365687,0.000267454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003169431,"about_ca_system_score_gemma":0.004630934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009707284,"about_ca_topic_score_gemma":0.02236297,"domain_scores_codex":[0.9941109,0.002408953,0.0008528768,0.0004104727,0.00203363,0.0001831601],"domain_scores_gemma":[0.9738339,0.020575,0.003377097,0.0001532403,0.001778008,0.0002828185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001498261,0.0004091736,0.01120127,0.09066179,0.0073504,0.0002006664,0.0001508713,0.0007144783,0.0001084409,0.00202885,0.008865234,0.8768105],"study_design_scores_gemma":[0.005576172,0.006964759,0.239496,0.2991799,0.07385954,0.009182965,0.003908204,0.003586947,0.001383353,0.01656282,0.339846,0.000453365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007613421,0.9983295,0.00004290646,0.0004802175,0.0000905125,0.000006995161,0.00002165819,9.033632e-7,0.0002659283],"genre_scores_gemma":[0.01752167,0.9812099,0.0002851762,0.0004483643,0.0003034364,0.00002252944,0.00004085456,0.00000140415,0.0001665977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009707284,"threshold_uncertainty_score":0.03870821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6055929283025643,"score_gpt":0.5808249911129997,"score_spread":0.0247679371895646,"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."}}