{"id":"W2803286553","doi":"10.1136/bmj.k1950","title":"Important considerations for interpreting biochemical tests in children","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Referral; Population; Pediatrics; Jaundice; Disease; Blood test; Intensive care medicine; Genetic testing; Pathology; Family medicine; Internal medicine; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007391877,0.00005753409,0.0001664858,0.00002699434,0.00003400657,0.00001643674,0.0000241819,0.00006616141,0.0001655089],"category_scores_gemma":[0.01162691,0.00004825474,0.00004771756,0.0000497857,0.00005938546,0.0000420308,0.00001762176,0.0001090319,0.0000264631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001636704,"about_ca_system_score_gemma":0.0001143941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727699,"about_ca_topic_score_gemma":0.0000812865,"domain_scores_codex":[0.999175,0.00003439651,0.0004385408,0.0001574037,0.00006985252,0.0001247745],"domain_scores_gemma":[0.9985954,0.000932683,0.0001120223,0.0001694955,0.0001202004,0.00007017636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006361414,0.0004254826,0.8692695,0.00002931182,0.0001226426,0.00001485342,0.0004496533,1.66327e-7,0.0372931,0.004429923,0.08593867,0.001390515],"study_design_scores_gemma":[0.0205649,0.003471955,0.8569403,0.0009208202,0.0005662811,0.0003622568,0.0004109848,0.008221073,0.02979167,0.01371063,0.06406611,0.0009729761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717897,0.00007840356,0.0001496768,0.02592934,0.0001220291,0.0008514651,0.0000272246,0.00003073127,0.001021486],"genre_scores_gemma":[0.9887969,0.000002483078,0.00463656,0.005762747,0.0006737543,0.00004166515,0.00001183427,0.000008019079,0.00006604541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187256,"threshold_uncertainty_score":0.9966986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05925102011027226,"score_gpt":0.4321436891452631,"score_spread":0.3728926690349908,"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."}}