{"id":"W4255834019","doi":"10.1148/radiol.2017171374","title":"Case 273","year":2019,"lang":"en","type":"article","venue":"Radiology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001253697,0.00005342327,0.0002129973,0.00003298205,0.0000240216,7.843678e-7,0.00002208916,0.0000684674,0.0004835926],"category_scores_gemma":[0.0001260642,0.00003821741,0.00003393038,0.00003773744,0.0001257888,0.000007477069,0.00001681532,0.0001459221,0.0008842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009313831,"about_ca_system_score_gemma":0.00001851804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008695804,"about_ca_topic_score_gemma":9.379885e-7,"domain_scores_codex":[0.9995534,0.00004095962,0.00008410533,0.0001358199,0.00003267396,0.0001530716],"domain_scores_gemma":[0.9996418,0.0001015776,0.00001579849,0.0001590162,0.0000176757,0.00006414742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00009736469,0.00007615521,0.875431,0.00008900333,0.0001632135,0.03203093,0.0006953266,0.000001348771,0.004561975,0.001874611,0.07345385,0.01152522],"study_design_scores_gemma":[0.004071889,0.00119841,0.1012824,0.00004622073,0.0001859845,0.6707177,0.0005010114,0.0004679227,0.0003672639,0.0005847979,0.2203219,0.0002544548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704147,0.0006861815,0.00008446548,0.002946052,0.0005070122,0.00009167111,0.000001093699,0.00005008784,0.02521874],"genre_scores_gemma":[0.9900847,0.00003588514,0.0005946274,0.00338222,0.0001626349,0.00000456003,0.000004743567,0.000005291106,0.005725353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7741486,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602305416449531,"score_gpt":0.3042103639747133,"score_spread":0.278187309810218,"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."}}