{"id":"W4407285823","doi":"10.1093/jcag/gwae059.176","title":"A176 SEROLOGICAL HEAVY METAL ASSESSMENT IN PERSONS WITH IBD","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Serology; Heavy metals; Medicine; Environmental health; Immunology; Antibody; Environmental chemistry; Chemistry","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":[0.0004616587,0.0002580027,0.0002302664,0.0009369556,0.0004280795,0.0004622496,0.0001968747,0.0004406783,0.002012413],"category_scores_gemma":[0.001506296,0.0001307552,0.0002959185,0.0007287501,0.0001912793,0.0002867064,0.0003657847,0.00046255,0.0002689271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645863,"about_ca_system_score_gemma":0.000169733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461002,"about_ca_topic_score_gemma":0.002071334,"domain_scores_codex":[0.9995669,0.0001606212,0.00005530058,0.00007177766,0.00008521321,0.00006023661],"domain_scores_gemma":[0.9993284,0.0001634293,0.0002586714,0.00003320534,0.00009585529,0.0001204813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006511115,0.00003329421,0.9982327,0.000009120916,0.000008589449,0.00005725947,0.00002782968,0.00001115428,0.0001745815,0.000005931161,0.00005529486,0.001319106],"study_design_scores_gemma":[0.000005442706,0.0002597748,0.9983066,0.0000105632,0.00002681312,0.0006723361,0.0001851076,0.0001488968,0.0001224493,0.00001872593,0.0002411,0.000002168811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974795,0.0006260494,0.00008782146,0.00009360028,0.00001452262,0.000009968102,0.0001455632,0.000006878853,0.001536108],"genre_scores_gemma":[0.9995994,0.00007862708,0.00008524655,0.00003316234,0.000008875967,0.000004633658,0.00006354851,4.486338e-7,0.0001260211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002461002,"threshold_uncertainty_score":0.006732166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00844124594171622,"score_gpt":0.262308037340668,"score_spread":0.2538667913989518,"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."}}