{"id":"W4240014252","doi":"10.1093/jcag/gwy009.162","title":"A162 PHYSICIAN DIAGNOSES AND SELF-DIAGNOSIS OF PATIENTS WITH CELIAC DISEASE IN THE INTERNET ERA","year":2018,"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","funders":"","keywords":"Medicine; Medical diagnosis; Disease; Population; Cohort; Gluten free; Public health; Internal medicine; Pediatrics; Family medicine; Pathology; Environmental health","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":[0.0003889891,0.0001613826,0.0002544995,0.001367365,0.0005962819,0.0007647918,0.0002529438,0.0005115697,0.01233264],"category_scores_gemma":[0.003107033,0.0002157839,0.0002411456,0.001710118,0.0002131187,0.0005533358,0.0003737874,0.0005692198,0.001701793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169028,"about_ca_system_score_gemma":0.0005748122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475213,"about_ca_topic_score_gemma":0.02298033,"domain_scores_codex":[0.999532,0.0001060188,0.00005971244,0.00007719998,0.0001500123,0.00007507338],"domain_scores_gemma":[0.9969593,0.0005982223,0.001432106,0.0001009847,0.0004313899,0.0004779142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004925904,0.00007223478,0.9972414,0.00002278537,0.00001926126,0.0001205538,0.0001166052,0.00001531876,0.0000577563,0.00001245642,0.0008988666,0.001373501],"study_design_scores_gemma":[0.00000971328,0.00005046352,0.9980018,0.00003165023,0.000009914506,0.0003478008,0.0003249681,0.0001096976,0.00001969076,0.00001077076,0.001080016,0.000003647802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860584,0.0008650261,0.00006555916,0.0003547544,0.00003629561,0.00005963221,0.005924384,0.00001626062,0.006619542],"genre_scores_gemma":[0.9946024,0.0005897481,0.0001418713,0.0003100164,0.00005431245,0.000047087,0.002451239,0.000006199059,0.001797098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02475213,"threshold_uncertainty_score":0.04921615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004700787948690749,"score_gpt":0.2237871811567358,"score_spread":0.2190863932080451,"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."}}