{"id":"W4406503620","doi":"10.1016/j.yort.2016.02.008","title":"10.1016/j.yort.2016.02.008","year":2000,"lang":"en","type":"article","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; Elbow; Complication; Surgery; General surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000705641,0.0001524973,0.0002289514,0.00006472026,0.00005570907,0.00001312125,0.00007270102,0.00006812913,0.9969281],"category_scores_gemma":[0.000009836579,0.0001206593,0.00009313956,0.0001300988,0.00003361013,0.00004036941,0.00001521083,0.000094797,0.9959435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005791552,"about_ca_system_score_gemma":0.00005165032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004371994,"about_ca_topic_score_gemma":2.2715e-7,"domain_scores_codex":[0.9991247,0.0000151301,0.000163319,0.0002267828,0.0001918343,0.0002782383],"domain_scores_gemma":[0.999318,0.0000208621,0.00001708535,0.0003428043,0.00003451185,0.0002667283],"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":[0.0002295701,0.0002086875,0.000002680556,0.000008901273,0.00006345058,0.00006881508,0.000032427,0.000002762412,0.00004137172,0.00000145289,0.2741892,0.7251506],"study_design_scores_gemma":[0.0009781534,0.0007548159,0.0005795649,0.00005078135,0.00009438414,0.00007632765,0.000001276244,0.0000233832,0.0003215657,0.000006838113,0.9969852,0.0001276828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004486786,0.0001673777,4.139831e-7,0.0007381755,0.000001364784,0.0003071943,0.00001314228,0.0001505802,0.994135],"genre_scores_gemma":[0.001438385,0.000001389877,0.0002379595,0.0001167446,0.0001761421,0.00002787669,0.00005083811,0.00002988771,0.9979208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.725023,"threshold_uncertainty_score":0.4920343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007996436775335677,"score_gpt":0.193007431044136,"score_spread":0.1850109942688003,"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."}}