{"id":"W2068093935","doi":"10.1016/j.pcl.2007.01.006","title":"Medical Laboratory Investigation of Children's Environmental Health","year":2007,"lang":"en","type":"review","venue":"Pediatric Clinics of North America","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Test (biology); Chemical laboratory; Laboratory test; Environmental health; Interpretation (philosophy); Medical emergency; Intensive care medicine; Risk analysis (engineering); Chemical safety","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001376121,0.0003793077,0.00185571,0.0001601188,0.00006163587,0.000003724575,0.0006165045,0.0003184605,0.000801606],"category_scores_gemma":[0.000368518,0.0003351509,0.0004743944,0.001104514,0.0006607614,0.00008823245,0.000326949,0.0006764656,0.0003161443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147174,"about_ca_system_score_gemma":0.0005904573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225498,"about_ca_topic_score_gemma":0.00004355564,"domain_scores_codex":[0.9951642,0.0004084044,0.002194908,0.0005467486,0.00127888,0.0004068394],"domain_scores_gemma":[0.9959314,0.0006133451,0.002329603,0.0005395924,0.000008540506,0.0005775129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002755048,0.000144781,0.17229,0.0008465641,0.00003115032,0.000002677892,0.00003351985,0.000002721197,1.465875e-8,3.805355e-7,0.0006793676,0.8259661],"study_design_scores_gemma":[0.0002434023,0.0005152602,0.07152635,0.0002413662,0.0004386429,0.00000726276,0.00000433758,0.000005914125,5.772263e-7,0.000008267313,0.9265373,0.0004713527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02287027,0.9754636,0.00008824049,0.00002320809,0.0002108959,0.0006143554,0.0006051738,0.00002482298,0.00009945637],"genre_scores_gemma":[0.001055406,0.9969588,0.0008701039,0.0003131131,0.0003321281,0.00001120835,0.0004015961,0.00004049389,0.00001718382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9258579,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727482373080783,"score_gpt":0.3219407391978116,"score_spread":0.2946659154670038,"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."}}