{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1161947,0.002179418,0.007392443,0.01001523,0.001601416,0.01423824,0.005231258,0.008335514,0.001835798],"category_scores_gemma":[0.339718,0.00173605,0.001763706,0.009173132,0.009627418,0.01043695,0.003232638,0.008029453,0.002044494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970393,"about_ca_system_score_gemma":0.006029709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008112809,"about_ca_topic_score_gemma":0.01369676,"domain_scores_codex":[0.9136997,0.04248953,0.01755091,0.006059215,0.01888505,0.001315505],"domain_scores_gemma":[0.5865311,0.2253489,0.0452976,0.01663977,0.118147,0.008035621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001082676,0.0002811662,0.3095771,0.006658511,0.004691881,0.0007518451,0.001978805,0.0008882597,0.0009216461,0.00877888,0.1611741,0.5032152],"study_design_scores_gemma":[0.001074243,0.001880714,0.398125,0.0445612,0.01373698,0.01202669,0.01118798,0.02265496,0.007971723,0.1128126,0.3718003,0.002167505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03705878,0.499308,0.04085848,0.3876795,0.01919311,0.0001922616,0.001779799,0.0007507107,0.01317939],"genre_scores_gemma":[0.5682276,0.2282555,0.07313926,0.07098766,0.05212917,0.0004401123,0.001737413,0.0008892236,0.004194146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1161947,"threshold_uncertainty_score":0.6145039,"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."}}