{"id":"W4406539432","doi":"10.1016/j.yort.2015.01.064","title":"10.1016/j.yort.2015.01.064","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Collateral; Ligament; Surgery; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001305967,0.0005973253,0.002034276,0.0002717966,0.00006221205,0.00002854442,0.0002129208,0.0003679158,0.993751],"category_scores_gemma":[0.00002134926,0.0004319534,0.0006894288,0.0003271692,0.00004772929,0.00003456356,0.00005639385,0.0003906328,0.9971487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234285,"about_ca_system_score_gemma":0.0003216852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002063471,"about_ca_topic_score_gemma":1.696062e-7,"domain_scores_codex":[0.9980014,0.0000597608,0.0005628614,0.000549241,0.0003497714,0.0004769434],"domain_scores_gemma":[0.99846,0.00007135091,0.0001207306,0.0008290028,0.00004316765,0.0004757392],"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":[0.00003145684,0.0001521649,5.204783e-9,0.001750228,0.0002947851,0.0001268077,0.000003909779,5.926111e-8,8.734362e-9,5.603745e-7,0.2495521,0.7480879],"study_design_scores_gemma":[0.0004437261,0.0005912612,4.179743e-7,0.007016066,0.00276282,0.0003395114,2.341882e-7,5.481924e-7,2.62662e-7,0.000001345281,0.9884687,0.0003750906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.840369e-8,0.4953161,5.257316e-8,0.00004245515,0.000002111575,0.0007448514,0.00005411383,0.0001001882,0.5037401],"genre_scores_gemma":[3.17623e-9,0.3243683,0.00008194381,0.00001748747,0.0003342729,0.0001353877,0.0005423288,0.00009437706,0.6744259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7477128,"threshold_uncertainty_score":0.9998132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970439148752334,"score_gpt":0.2760692131923662,"score_spread":0.2463648217048429,"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."}}