{"id":"W3145111010","doi":"","title":"7. New Tools for the Diagnosis of Celiac Disease","year":2019,"lang":"en","type":"article","venue":"OmniaScience Monographs","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Gluten; Gluten free; Disease; Medicine; Biotechnology; Biology; Pathology","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":[0.001562041,0.001008445,0.0009809611,0.002751665,0.0005816091,0.003981461,0.001040343,0.00211336,0.03030805],"category_scores_gemma":[0.003302815,0.000488273,0.001021272,0.001470363,0.00158384,0.002897643,0.001627636,0.003828189,0.02412226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008687219,"about_ca_system_score_gemma":0.0008247167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009475409,"about_ca_topic_score_gemma":0.001634226,"domain_scores_codex":[0.9987413,0.0003239497,0.00008703236,0.0001158799,0.0006523134,0.00007945394],"domain_scores_gemma":[0.9988949,0.0004827997,0.00008746114,0.00008582725,0.000319767,0.0001294468],"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":[0.0001191475,0.0001127191,0.001470434,0.002020056,0.00006196673,0.000718559,0.0004726616,0.0002611931,0.005662981,0.03052477,0.2575913,0.7009842],"study_design_scores_gemma":[0.00001410463,0.00005730837,0.001400159,0.0009084064,0.0000225296,0.002690818,0.0001807807,0.0001866802,0.0005292332,0.01033859,0.9836531,0.00001821057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002350221,0.6597324,0.02708483,0.03652944,0.01959075,0.0002241389,0.000738083,0.001504425,0.2522457],"genre_scores_gemma":[0.0246718,0.5409389,0.0929455,0.03296904,0.02220763,0.0004250277,0.001211048,0.0005533317,0.2840778],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03030805,"threshold_uncertainty_score":0.1013905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585986201867988,"score_gpt":0.3158418336684081,"score_spread":0.2799819716497283,"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."}}