{"id":"W131331766","doi":"10.1093/pch/11.2.107","title":"Case 1: What is that in your mouth?","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690973,0.0002085845,0.0004099767,0.0003091164,0.0002517071,0.00006400911,0.00006779342,0.0001456069,0.0001350546],"category_scores_gemma":[0.00003032477,0.0001930942,0.0001199528,0.0006279444,0.00004269935,0.0002332473,0.00003958919,0.0004853936,0.00008252776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082721,"about_ca_system_score_gemma":0.0002330926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083053,"about_ca_topic_score_gemma":0.0009906918,"domain_scores_codex":[0.9980613,0.00006895929,0.0004579035,0.0003835395,0.0003454497,0.0006828344],"domain_scores_gemma":[0.9991528,0.00005804824,0.0001567825,0.0003277432,0.00006080326,0.0002437648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009100987,0.000832332,0.8434451,0.0009404726,0.00002261068,0.00799148,0.01001589,0.00008457067,0.000004047826,0.002258003,0.02636882,0.1079457],"study_design_scores_gemma":[0.01208444,0.001473234,0.8278156,0.001010034,0.0001913066,0.0485651,0.01319086,0.000906457,0.0001503218,0.004751269,0.08823649,0.001624887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425552,0.02662501,0.0001699398,0.01786662,0.001258341,0.0008375105,0.00004951912,0.0001791927,0.01045867],"genre_scores_gemma":[0.9770373,0.01214429,0.0003872793,0.008743554,0.001291845,0.00001955604,0.00004616893,0.00003493246,0.0002951464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1063208,"threshold_uncertainty_score":0.9957564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001805591585604,"score_gpt":0.2780034565944157,"score_spread":0.2579854006785596,"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."}}