{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01100781,0.0007374145,0.0008599894,0.00171085,0.002243662,0.003038076,0.001735274,0.007101601,0.04306092],"category_scores_gemma":[0.09217489,0.0007790877,0.001087737,0.001064086,0.002232078,0.004409933,0.002510835,0.008019399,0.03108202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198422,"about_ca_system_score_gemma":0.003624304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00868131,"about_ca_topic_score_gemma":0.01078798,"domain_scores_codex":[0.9809138,0.007079967,0.00376611,0.0008100784,0.006496466,0.0009335695],"domain_scores_gemma":[0.936552,0.03166501,0.006041265,0.003684343,0.01800816,0.004049339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110192,0.0001157309,0.01494607,0.0009881104,0.00001834812,0.007745381,0.002229463,0.0001942329,0.00083743,0.00241153,0.8115169,0.1588866],"study_design_scores_gemma":[0.00009912042,0.000225187,0.03407171,0.007791823,0.00004783132,0.0331971,0.004083727,0.0003806554,0.001882047,0.01120567,0.9068069,0.0002083094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01128924,0.02752096,0.01450344,0.798532,0.02534499,0.0009852746,0.001458259,0.002814612,0.1175512],"genre_scores_gemma":[0.1487216,0.06987268,0.1399955,0.5058021,0.05158464,0.002577778,0.002358717,0.002579767,0.07650732],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04306092,"threshold_uncertainty_score":0.1440532,"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."}}