{"id":"W2465876043","doi":"10.3238/arztebl.2016.0221a","title":"The Prevalence is Only Estimated","year":2016,"lang":"de","type":"letter","venue":"Deutsches Ärzteblatt international","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000857422,0.0007369707,0.0005261448,0.0003875473,0.0004591456,0.000563412,0.001935268,0.0004805098,0.01340334],"category_scores_gemma":[0.0007582571,0.0004587126,0.0006210268,0.0002214559,0.0006908586,0.0002501731,0.0009596334,0.001487792,0.02229288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692676,"about_ca_system_score_gemma":0.001095197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004235848,"about_ca_topic_score_gemma":0.000006589843,"domain_scores_codex":[0.9934131,0.0001991636,0.00090862,0.001140586,0.0029402,0.001398312],"domain_scores_gemma":[0.9959319,0.0009728801,0.0004408461,0.001323392,0.000843904,0.0004871091],"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":[0.0004342654,0.0001221141,0.006038525,0.0007860786,0.003417362,0.0007906958,0.00009097253,7.394467e-7,0.00005576334,0.001635267,0.9299444,0.05668383],"study_design_scores_gemma":[0.001562773,0.0001520283,0.009911536,0.002088703,0.0007186859,0.0000398509,0.00002380246,0.0007683571,0.0001650846,0.0005900325,0.9834747,0.0005044798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008676569,0.02081151,0.0004870457,0.9171103,0.006286657,0.001655782,0.002236525,0.0001824133,0.05036208],"genre_scores_gemma":[0.007829255,0.08133753,0.0002345279,0.2391522,0.02458737,0.000436191,0.002080395,0.0002575135,0.644085],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6779581,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391435991276578,"score_gpt":0.3393235857732368,"score_spread":0.3054092258604711,"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."}}