{"id":"W2995117025","doi":"10.1186/s13089-019-0148-1","title":"Factors affecting perception of the normal pediatric appendix on sonography","year":2019,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Appendix; Interventional radiology; Medicine; Ultrasound; Perception; Radiology; Psychology; Neuroscience; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005399593,0.0001262483,0.0001868951,0.0001154138,0.0002475048,0.00003859777,0.0001966645,0.00004240295,0.001418002],"category_scores_gemma":[0.00007385272,0.00005741241,0.0002910169,0.0002201982,0.00004770749,0.00007324162,0.00003535654,0.0004472099,0.0001283199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000485594,"about_ca_system_score_gemma":0.00002496055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001676862,"about_ca_topic_score_gemma":0.000002658038,"domain_scores_codex":[0.9989047,0.00009569156,0.0002369186,0.0001082776,0.0004313095,0.0002230786],"domain_scores_gemma":[0.9991208,0.000293349,0.0002507592,0.0002323254,0.00003801933,0.0000647411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003836128,0.0001188974,0.9916121,0.00003727123,0.00006852346,0.000001020784,0.001362459,0.00006416523,0.002602912,0.0001206789,0.003060792,0.000912839],"study_design_scores_gemma":[0.0006210818,0.0003506625,0.9924136,0.00007973656,0.0001819374,0.00009942323,0.004681566,0.000003607754,0.0005562527,0.00007343225,0.0008672884,0.00007141547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947639,0.00008346437,0.00004599004,0.0003203539,0.0006405077,0.000363221,0.000003501916,0.00001093416,0.003768138],"genre_scores_gemma":[0.9987277,0.0002509578,0.00002554051,0.0003065007,0.0004414241,0.000001507975,0.000004424773,0.00001464184,0.0002272874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003963826,"threshold_uncertainty_score":0.9994949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535866363002151,"score_gpt":0.2521539592362221,"score_spread":0.2367952956062006,"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."}}