{"id":"W4402348525","doi":"10.1007/s00256-024-04798-x","title":"Slipped capital femoral epiphysis: emphasis on early recognition and potential pitfalls","year":2024,"lang":"en","type":"review","venue":"Skeletal Radiology","topic":"Hip disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Slipped capital femoral epiphysis; Medicine; Orthopedic surgery; Emphasis (telecommunications); Surgery; General surgery; Femoral head; Engineering; Telecommunications","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008798802,0.000555706,0.001918437,0.0003434517,0.00006952137,0.00003276531,0.00008383215,0.0005584444,0.0001384546],"category_scores_gemma":[0.00003722756,0.0003966445,0.0007233526,0.0002003765,0.0001733632,0.00004559688,0.00005217437,0.0005408356,0.002386457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108769,"about_ca_system_score_gemma":0.0001491648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004890694,"about_ca_topic_score_gemma":0.000005355762,"domain_scores_codex":[0.998031,0.0001767611,0.0004604688,0.0007445578,0.0001618296,0.000425441],"domain_scores_gemma":[0.9992902,0.00005956248,0.0001427419,0.0002868832,0.00003292993,0.0001876596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004826281,0.0001878773,0.00001465613,0.004207393,0.001402771,0.0009284936,0.00008466018,1.909911e-8,0.000001762541,0.00005353086,0.0006587271,0.9924119],"study_design_scores_gemma":[0.005977774,0.01056452,0.001417474,0.01923227,0.03662148,0.009362387,0.0001325831,0.000007261624,0.000003273181,0.003925035,0.9107133,0.0020427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03483731,0.9621723,0.00000478556,0.00008909738,0.0007355829,0.0009571009,0.0002369409,0.00009566044,0.0008712446],"genre_scores_gemma":[0.01073882,0.9856328,0.00007286431,0.00008614655,0.0005976024,0.0001653089,0.001544919,0.00009715466,0.001064411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903691,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856266890664034,"score_gpt":0.3252559872515418,"score_spread":0.2866933183449014,"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."}}