{"id":"W179367881","doi":"","title":"The Southern Alberta Renal Program database: a prototype for patient management and research initiatives.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Database; Medicine; Comorbidity; Quality assurance; Health care; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008713318,0.0001024649,0.0001295771,0.0001035195,0.0002504007,0.0001040505,0.00009972158,0.00002356528,0.00001491365],"category_scores_gemma":[0.0001553793,0.00005820645,0.00006596336,0.000274654,0.0001372121,0.00004992809,0.0001824675,0.00009893412,0.00001381546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984885,"about_ca_system_score_gemma":0.00001441559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006010777,"about_ca_topic_score_gemma":0.00006002473,"domain_scores_codex":[0.9985171,0.00008136225,0.0001927106,0.000288254,0.0004376361,0.0004829219],"domain_scores_gemma":[0.9991789,0.0001351815,0.00004532092,0.0003316956,0.0001164059,0.0001925198],"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":[0.001707121,0.0005785635,0.001063529,0.0002050997,0.00040877,0.00003986954,0.0005067331,8.620259e-7,0.000001770955,0.002678284,0.005146078,0.9876633],"study_design_scores_gemma":[0.001484321,0.0003420418,0.06879787,0.00006185025,0.0001929688,0.000003456067,0.001004227,0.0002048534,0.00002356792,0.000331395,0.9274474,0.0001060459],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3558087,0.005166406,0.0007573501,0.03671859,0.0004124504,0.1398198,0.000150899,0.0002923727,0.4608735],"genre_scores_gemma":[0.842422,0.0008385269,0.0008860308,0.0006313691,0.0002728154,0.1274991,0.000173642,0.00005065159,0.02722592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9875573,"threshold_uncertainty_score":0.237359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481869280538303,"score_gpt":0.3257786621549846,"score_spread":0.2709599693496015,"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."}}