{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1020058,0.001046315,0.002777662,0.01020913,0.00312171,0.01015227,0.003855263,0.008690491,0.001848212],"category_scores_gemma":[0.2719311,0.001058459,0.001034362,0.003002377,0.02292717,0.02327621,0.008460826,0.0145293,0.0005103294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006203635,"about_ca_system_score_gemma":0.004904217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0037478,"about_ca_topic_score_gemma":0.003147189,"domain_scores_codex":[0.9016846,0.06036405,0.01211248,0.004273696,0.02013043,0.001434677],"domain_scores_gemma":[0.6324685,0.3162356,0.01772686,0.008132988,0.02136543,0.004070605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001033003,0.0002324133,0.05730497,0.007128723,0.0007830009,0.00893612,0.0261185,0.004007697,0.002319861,0.2067745,0.07117529,0.6141859],"study_design_scores_gemma":[0.0001021815,0.0002754569,0.01642461,0.006819257,0.0004190494,0.02031152,0.013557,0.004722482,0.001125872,0.8421627,0.09360722,0.000472692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03315089,0.2157104,0.05396153,0.6817716,0.004594433,0.0001155757,0.0003116703,0.0001659547,0.01021792],"genre_scores_gemma":[0.6672296,0.1092431,0.06468978,0.1293923,0.02796351,0.0002447743,0.0002783813,0.00009471104,0.000863873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1020058,"threshold_uncertainty_score":0.5394648,"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."}}