{"id":"W4388218998","doi":"10.1148/rg.230094","title":"Shoulder and Elbow Injuries in Adult Overhead Throwers: Imaging Review","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Valgus; Elbow; Olecranon; Impingement syndrome; Anatomy; Ligament; Biceps; Rotator cuff; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005144226,0.0009336945,0.001513589,0.007839538,0.0003066071,0.001160426,0.0009845988,0.001074745,0.003456781],"category_scores_gemma":[0.002301971,0.0005118264,0.0006619718,0.005984234,0.0005444574,0.002007378,0.0005369938,0.0006398634,0.0009588224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172734,"about_ca_system_score_gemma":0.001075538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279468,"about_ca_topic_score_gemma":0.003572516,"domain_scores_codex":[0.9996008,0.00004887402,0.000175041,0.00006826605,0.0000762741,0.00003077884],"domain_scores_gemma":[0.9981592,0.0008412516,0.0006454776,0.00002793452,0.0002588916,0.00006710686],"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":[0.0001937207,0.00008348485,0.008649253,0.08206441,0.0005296526,0.005147345,0.0003553033,0.0003480227,0.001368241,0.0005674291,0.04070933,0.8599839],"study_design_scores_gemma":[0.0001008433,0.0004017263,0.06482,0.1717809,0.004073135,0.1623015,0.001365336,0.0003509651,0.001084915,0.001372256,0.5921984,0.000150315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006412684,0.9986057,0.00005183479,0.0001162216,0.00005467498,0.000005147491,0.0000535887,0.000006192466,0.0004654302],"genre_scores_gemma":[0.004107212,0.9951126,0.0001706007,0.0001424571,0.0001960678,0.000009756376,0.0001170439,0.000002374318,0.0001418684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007839538,"threshold_uncertainty_score":0.01156408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222862618963415,"score_gpt":0.3338878839367679,"score_spread":0.3116592577471337,"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."}}