{"id":"W4244989742","doi":"10.1007/978-0-387-76610-2_4","title":"The Elbow","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Elbow; Medicine; Ultrasonography; Joint (building); Ultrasound; Anatomy; Orthodontics; Radiology; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000304149,0.0001872444,0.0002227001,0.00002944635,0.0001296189,0.000007952425,0.00005639579,0.0001698345,0.00106276],"category_scores_gemma":[0.000003470469,0.00009081828,0.0001960944,0.000005857121,0.0001240653,0.000007790863,0.00001996396,0.000218174,0.001490721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005947531,"about_ca_system_score_gemma":0.00007498809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052943,"about_ca_topic_score_gemma":0.00002188956,"domain_scores_codex":[0.9993148,0.000001712859,0.0001518198,0.0001662464,0.0002201119,0.0001453201],"domain_scores_gemma":[0.9993741,0.00004531218,0.00004123612,0.0004003346,0.00004588155,0.00009314075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194079,0.00005087873,0.00009650357,0.00002734517,0.0007094586,0.0007959624,0.00008604942,5.242947e-8,0.000003223283,0.3827848,0.4597718,0.1555546],"study_design_scores_gemma":[0.0004113441,0.0002005098,0.0002322276,0.00005636626,0.0001326217,0.0003334638,0.000003819703,0.00000105173,0.00002910594,0.001815497,0.9966893,0.00009468707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002080486,0.003508714,0.00000477643,0.001305986,0.0001160604,0.0002793134,0.000004744145,0.00007539093,0.9946842],"genre_scores_gemma":[0.0009620919,0.00851445,0.0001585112,0.0004309454,0.0002602844,0.000007801267,0.00004079864,0.00004002734,0.9895851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5369175,"threshold_uncertainty_score":0.9998504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186762277286415,"score_gpt":0.2445180355191998,"score_spread":0.2126504127463356,"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."}}