{"id":"W4236670521","doi":"10.1016/j.jse.2007.02.050","title":"1","year":2007,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Surgery; Randomized controlled trial; Internal fixation; Elbow; Dash; Humerus","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":[0.0007388027,0.00008395405,0.0003085846,0.0002062362,0.00003538042,0.00001055774,0.00001868651,0.00006113284,0.0000732085],"category_scores_gemma":[0.00004556986,0.00005567129,0.0001716746,0.00009106741,0.00004307701,0.00008129775,0.000007352138,0.0001606596,0.000003202012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002701502,"about_ca_system_score_gemma":0.00006345089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000361988,"about_ca_topic_score_gemma":0.000001603783,"domain_scores_codex":[0.9991626,0.000008266118,0.0003642864,0.0000648303,0.0002214806,0.0001786023],"domain_scores_gemma":[0.9992929,0.0001886123,0.0001145989,0.00007392627,0.0001032938,0.0002266861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006013209,0.000306008,0.8256198,0.0000653198,0.000239123,0.001870146,0.0002688683,5.971835e-7,0.001272694,0.0001044654,0.01176578,0.1578859],"study_design_scores_gemma":[0.001028436,0.0003127394,0.9548206,0.0001923065,0.0002383296,0.005850908,0.0003156532,0.000002992135,0.005598035,0.0002787355,0.03125303,0.0001082156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909858,0.002706822,0.0006272784,0.0009077457,0.0002953676,0.0000417347,6.460731e-7,0.000009137791,0.004425432],"genre_scores_gemma":[0.9973683,0.0006388123,0.00055053,0.0005093628,0.000379187,2.448203e-7,0.00000120117,0.00001033587,0.000541969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577777,"threshold_uncertainty_score":0.2270209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466135782020399,"score_gpt":0.3060334901046629,"score_spread":0.2713721322844589,"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."}}