{"id":"W196674458","doi":"10.1093/pch/11.4.239","title":"Case 1: The long and short of it","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Computer science","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":[0.0005260241,0.002691052,0.001785244,0.002584867,0.004923924,0.002829467,0.002705604,0.007613745,0.01172396],"category_scores_gemma":[0.006468213,0.0008798242,0.001720064,0.004323967,0.002374223,0.003503958,0.003398156,0.006694706,0.002572928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600813,"about_ca_system_score_gemma":0.001553319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342565,"about_ca_topic_score_gemma":0.003463683,"domain_scores_codex":[0.99791,0.0001581325,0.0001573404,0.0005157199,0.0002506791,0.00100815],"domain_scores_gemma":[0.9974152,0.0004481723,0.0004132609,0.0003228181,0.0002081297,0.001192393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006553396,0.0000527423,0.007543373,0.00005309936,0.00001458326,0.9860723,0.0003465863,0.0001035084,0.0006052412,0.001326228,0.001162312,0.002654461],"study_design_scores_gemma":[0.00001270919,0.00006282813,0.001858501,0.00004556947,0.00001163111,0.9946125,0.0003294908,0.0001692712,0.0001636508,0.0007089769,0.002013041,0.0000120359],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544037,0.01361584,0.01258718,0.01647,0.003807826,0.0005647478,0.00143759,0.0006104048,0.09650271],"genre_scores_gemma":[0.9798065,0.002198531,0.002430607,0.003257257,0.002622909,0.00009655998,0.0004634337,0.0001157235,0.009008513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172396,"threshold_uncertainty_score":0.03922057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838014717060563,"score_gpt":0.3120610722156097,"score_spread":0.293680925045004,"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."}}