{"id":"W1519766569","doi":"10.4212/cjhp.v61i4.71","title":"Serum Creatinine: How Reliable?","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Creatinine; Gynecology; Medicine; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007809242,0.0001228534,0.0003188939,0.00009084592,0.0003266939,0.00006111433,0.0002283104,0.00004010876,0.0007082477],"category_scores_gemma":[0.001137977,0.00007752227,0.000187836,0.0002289834,0.0002117385,0.0003139287,0.00001011935,0.0007045479,0.00004884832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009798204,"about_ca_system_score_gemma":0.002430534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149497,"about_ca_topic_score_gemma":0.002375494,"domain_scores_codex":[0.9988338,0.0000911497,0.0003892815,0.00009825743,0.000291022,0.0002965254],"domain_scores_gemma":[0.9976931,0.000233153,0.0003716134,0.0002224484,0.0005296685,0.0009500461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008692552,0.0003505709,0.5548891,0.00006200807,0.0009252188,0.008384315,0.002834027,0.00003564436,0.0004160964,0.001354697,0.4218623,0.008016769],"study_design_scores_gemma":[0.005263947,0.001329018,0.08499187,0.00008750481,0.0003959871,0.001321107,0.0003468822,0.0001049581,0.0004662794,0.0001720225,0.9053187,0.0002017122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8223217,0.001553999,0.00000620759,0.171923,0.0008291439,0.0001768354,0.00001971322,0.000007506529,0.003161913],"genre_scores_gemma":[0.9909026,0.0002459548,0.0001366108,0.005657853,0.001098974,0.000001359414,0.000001484271,0.00001896416,0.001936223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4834564,"threshold_uncertainty_score":0.7754815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165071874296842,"score_gpt":0.3380857004278487,"score_spread":0.2764349816848803,"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."}}