{"id":"W2800506945","doi":"10.1148/radiol.2018172592","title":"Developmental Hip Dysplasia Diagnosis at Three-dimensional US: A Multicenter Study","year":2018,"lang":"en","type":"article","venue":"Radiology","topic":"Hip disorders and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Health Sciences Centre; University of Alberta Hospital; University of Alberta","funders":"Institute of Human Development, Child and Youth Health; Canadian Medical Association; Alberta Innovates - Health Solutions; Radiological Society of North America","keywords":"Medicine; Receiver operating characteristic; Dysplasia; Logistic regression; Radiology; Nuclear medicine; Hip dysplasia; Radiography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00250181,0.0004782166,0.0005018545,0.001360953,0.0004912377,0.0007390621,0.0005084366,0.0004240535,0.0006465169],"category_scores_gemma":[0.008492604,0.0003428018,0.0004337323,0.001342458,0.0004856808,0.0007203059,0.0008982577,0.0003047763,0.0002562633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004046473,"about_ca_system_score_gemma":0.0004185523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002934399,"about_ca_topic_score_gemma":0.003095324,"domain_scores_codex":[0.9977349,0.0009607941,0.0002894054,0.0005027829,0.0003896474,0.0001225214],"domain_scores_gemma":[0.994499,0.0009350559,0.002543944,0.0006865966,0.0008791236,0.0004563187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000590568,0.00001241468,0.9991947,0.000003735987,0.00001890637,0.00003264697,0.00004399494,0.000008774502,0.00008826905,0.000003580065,0.00001524641,0.0005187415],"study_design_scores_gemma":[0.00001019317,0.0002312409,0.9985439,0.000008338526,0.00002871404,0.000587116,0.0002564471,0.0001260919,0.0000955474,0.000008507686,0.00009999883,0.000003954936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994555,0.00010306,0.00009385371,0.00001159454,0.00000214857,0.00001342791,0.0001817211,0.000002917616,0.0001357236],"genre_scores_gemma":[0.9993066,0.00005515652,0.0002722104,0.00001438605,0.000008196785,0.00001706533,0.0003001062,0.000002416496,0.0000239866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002934399,"threshold_uncertainty_score":0.01323104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133654052932804,"score_gpt":0.2861580564635498,"score_spread":0.2648215159342218,"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."}}