{"id":"W4391873722","doi":"10.1093/jcag/gwad061.173","title":"A173 WHAT HAS CHANGED IN THE DIAGNOSIS OF CELIAC DISEASE IN CANADIANS OVER THE PAST 25 YEARS? RESULTS FROM THE STATE OF CELIAC IN CANADA SURVEY 2022","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; University of Alberta; Canadian Celiac Association; University of Calgary","funders":"","keywords":"State (computer science); Disease; Medicine; Environmental health; Political science; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001272155,0.0002400677,0.0003549875,0.001963906,0.002803012,0.001237746,0.001198909,0.000535086,0.003476489],"category_scores_gemma":[0.005247175,0.0002632599,0.0009872214,0.006159317,0.0006577834,0.0005725144,0.001068189,0.0009199126,0.0003059819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02003981,"about_ca_system_score_gemma":0.03086003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942396,"about_ca_topic_score_gemma":0.9954329,"domain_scores_codex":[0.9979467,0.000181114,0.0001713471,0.0002526566,0.0008202283,0.0006279769],"domain_scores_gemma":[0.9946366,0.0002766634,0.001235405,0.00009155368,0.002613145,0.001146597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006112688,0.00001690592,0.9894829,0.0001412385,0.00007741094,0.0000367449,0.001062817,0.00005259209,0.00007082712,0.00007947776,0.004357747,0.004560147],"study_design_scores_gemma":[0.000003313002,0.000009987223,0.9953884,0.00008199334,0.00001807813,0.00002471105,0.002496651,0.00006943895,0.00001752762,0.00001193274,0.001867052,0.00001089805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289714,0.002894435,0.0001551349,0.003844399,0.00009082568,0.0001271738,0.05237371,0.00002667361,0.01151624],"genre_scores_gemma":[0.9860238,0.001317694,0.0002667278,0.0007107601,0.000024405,0.00005028811,0.01062975,0.000008908469,0.0009676385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003981,"threshold_uncertainty_score":0.1453997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734291932404291,"score_gpt":0.2465409535467701,"score_spread":0.2291980342227272,"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."}}