{"id":"W2041467674","doi":"10.1148/radiol.2422051937","title":"Increased Diagnostic Information and Understanding Disease: Uncertainty in the Diagnosis of Developmental Hip Dysplasia","year":2007,"lang":"en","type":"article","venue":"Radiology","topic":"Hip disorders and treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Abnormality; Disease; Dysplasia; Magnetic resonance imaging; Radiography; Radiology; Sophistication; Hip dysplasia; Intensive care medicine; Pathology","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":[0.0002538599,0.00006950326,0.0001401815,0.0001066337,0.00003880942,0.000003595074,0.00003357868,0.00004454447,0.00002444778],"category_scores_gemma":[0.0004168729,0.00004655909,0.00001906901,0.0001227291,0.00009066041,0.00005668446,0.00001048684,0.00005959141,0.000003890923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356329,"about_ca_system_score_gemma":0.00005991431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002033709,"about_ca_topic_score_gemma":0.000150386,"domain_scores_codex":[0.9994761,0.00004136267,0.0001905676,0.00007000589,0.00007906769,0.0001428975],"domain_scores_gemma":[0.9989839,0.0008351024,0.00004701405,0.0000632794,0.00001051382,0.00006019186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176085,0.00008170182,0.9940693,0.00003708057,0.00003110236,0.00005802161,0.001040469,0.000004748202,0.000007237987,0.001670924,0.0001668099,0.00265648],"study_design_scores_gemma":[0.001868848,0.0001221716,0.9944097,0.00004611798,0.00004993817,0.00007057514,0.002147821,0.00004633259,0.00002328859,0.0007590743,0.0004088363,0.00004733582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977753,0.0003997982,0.0002433695,0.0004527797,0.00002743051,0.0003198317,0.000008001984,0.000007079001,0.0007664203],"genre_scores_gemma":[0.9991542,0.0002633868,0.00008831031,0.0003717981,0.00001006378,0.000029104,0.00007805449,0.00000295193,0.00000220021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609144,"threshold_uncertainty_score":0.1898625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265290181554944,"score_gpt":0.2705957696670735,"score_spread":0.2479428678515241,"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."}}