{"id":"W2069998129","doi":"10.1159/000179928","title":"Thermolability of Alkaline Phosphatase in the Evaluation of Renal Osteodystrophy","year":2008,"lang":"en","type":"article","venue":"The Nephron journals/Nephron journals","topic":"Alkaline Phosphatase Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Alkaline phosphatase; Medicine; Renal osteodystrophy; Osteitis; Internal medicine; Elevated alkaline phosphatase; Osteomalacia; Endocrinology; Biochemistry; Enzyme; Osteoporosis; Chemistry; Surgery; Kidney disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01938009,0.0005096209,0.001288314,0.0005267414,0.0005318247,0.00005267245,0.0009633835,0.0001888741,0.002194443],"category_scores_gemma":[0.00176286,0.0002850723,0.0006132789,0.001609789,0.001157698,0.0004388557,0.0002167756,0.00167444,0.00003762812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004391903,"about_ca_system_score_gemma":0.001266457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934989,"about_ca_topic_score_gemma":0.0001148772,"domain_scores_codex":[0.9884061,0.002648506,0.002537731,0.0004696462,0.005047482,0.0008905545],"domain_scores_gemma":[0.9928999,0.00112633,0.001718608,0.001401443,0.002517874,0.0003358295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01791299,0.01299532,0.09341276,0.001688959,0.007968016,0.003009164,0.03808678,0.00939097,0.4352614,0.0009980875,0.1684648,0.2108107],"study_design_scores_gemma":[0.03238726,0.005032571,0.820822,0.004152125,0.00364694,0.01199178,0.01128659,0.009602275,0.06602868,0.01110044,0.02255183,0.001397515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925337,0.0967681,0.000393302,0.007168414,0.0001811222,0.001998512,0.0002053068,0.00002055536,0.0007310306],"genre_scores_gemma":[0.9881355,0.009978208,0.0003620635,0.0006717934,0.0006094881,0.00007914439,0.00003352471,0.00005288994,0.0000773649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7274092,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190514136464765,"score_gpt":0.3954736244205306,"score_spread":0.276422210774054,"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."}}