{"id":"W2230348103","doi":"10.1007/s00256-015-2212-7","title":"Bilateral atypical femoral fractures: how much symmetry is there on imaging?","year":2015,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital; Public Health Ontario; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Radiology; Stress fractures; Nuclear medicine; Surgery","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":[0.0003737548,0.0002261401,0.0005071195,0.0001884156,0.00008364157,0.00002484993,0.0001660765,0.0002781331,0.0003357647],"category_scores_gemma":[0.0004045472,0.0001596401,0.0001471773,0.0002012798,0.0002929042,0.0000663191,0.00006287071,0.0008543665,0.0005441348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161521,"about_ca_system_score_gemma":0.0003772482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006478655,"about_ca_topic_score_gemma":0.000008228613,"domain_scores_codex":[0.997952,0.0002033301,0.0002325927,0.0004536953,0.000374282,0.0007841283],"domain_scores_gemma":[0.9984495,0.0001365509,0.00006107063,0.0004496496,0.0001374351,0.0007657854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003745105,0.0004543547,0.4333202,0.0002217554,0.000120853,0.001219868,0.0006800492,7.754222e-7,0.001520212,0.002248639,0.506496,0.04997213],"study_design_scores_gemma":[0.007794032,0.004836278,0.6354405,0.0001012914,0.0000614905,0.002326111,0.0006746071,0.0006387531,0.00228074,0.003526907,0.3418182,0.00050104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454613,0.002004132,0.0000266115,0.04541152,0.000531004,0.0003833733,0.00001532093,0.0000864179,0.006080279],"genre_scores_gemma":[0.9838259,0.00006263732,0.0003314398,0.01201248,0.0008164294,0.00002292924,0.00005869618,0.00003652892,0.002833027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021203,"threshold_uncertainty_score":0.6993934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259824354471998,"score_gpt":0.3534221675832781,"score_spread":0.3208239240385581,"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."}}