{"id":"W2410531819","doi":"10.1007/s00247-003-0996-4","title":"Clinical Quiz","year":2004,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Neuroradiology; Medical physics; Radiology; Neurology","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":[0.0001230025,0.00008553148,0.0002834853,0.00006814946,0.00003773954,0.000002184526,0.00004760813,0.0001245222,0.000142467],"category_scores_gemma":[0.0001580065,0.0000668975,0.0001089889,0.0001243122,0.0000710119,0.00001604582,0.00001286162,0.0001270758,0.0006877102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005613608,"about_ca_system_score_gemma":0.0001965005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003370659,"about_ca_topic_score_gemma":0.000003291733,"domain_scores_codex":[0.9992298,0.00002717841,0.0002583126,0.0002146054,0.00007002527,0.000200038],"domain_scores_gemma":[0.999536,0.00006329173,0.00004918791,0.0001887904,0.00002498385,0.0001377455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006257155,0.0004982075,0.9839082,0.00001667506,0.0000688135,0.0002639806,0.00005659866,0.00001425778,0.000001977638,0.001900084,0.006152266,0.007056321],"study_design_scores_gemma":[0.01266709,0.001769047,0.9501223,0.000004732424,0.0005851628,0.0008502198,0.00002763518,0.00001674466,0.000003395469,0.004188736,0.02958003,0.0001848851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811268,0.001581467,0.0004616639,0.0009526915,0.0005652379,0.0001629104,0.000002752026,0.0000632494,0.01508322],"genre_scores_gemma":[0.994521,0.00115409,0.001873236,0.0006659393,0.000953484,0.00001119147,0.00002115615,0.00001125405,0.0007886077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03378592,"threshold_uncertainty_score":0.8839352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285723332419898,"score_gpt":0.3382086790802479,"score_spread":0.3153514457560489,"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."}}