{"id":"W2901242566","doi":"10.2106/jbjs.18.00279","title":"The Effect of Time During the Academic Year or Resident Training Level on Complication Rates After Lower-Extremity Orthopaedic Trauma Procedures","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Complication; Orthopedic surgery; Adverse effect; Surgery; Emergency medicine; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577056,0.0002116624,0.0002477995,0.0009756181,0.0002616684,0.0006457314,0.0005166745,0.0002898763,0.002251509],"category_scores_gemma":[0.01537478,0.0001218331,0.0005967317,0.001095606,0.000354205,0.0004836858,0.0006649994,0.0004676879,0.000219933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870686,"about_ca_system_score_gemma":0.0007052224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300124,"about_ca_topic_score_gemma":0.003940027,"domain_scores_codex":[0.9976674,0.0007430727,0.0003338981,0.0002581057,0.0006425416,0.0003549628],"domain_scores_gemma":[0.976756,0.004532803,0.01442507,0.0005643422,0.001383892,0.00233793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009537,0.00003751031,0.9969171,0.00001818916,0.00004107611,0.0000181736,0.00003783949,0.00002728556,0.00003670465,0.00000534702,0.00006645339,0.002693369],"study_design_scores_gemma":[0.000001686666,0.00007938154,0.9995905,0.000008703365,0.00001170498,0.00007878902,0.00006885084,0.00005649339,0.00002349761,0.000005118206,0.0000738885,0.000001408039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980912,0.0008515767,0.0001486792,0.0001420356,0.00001603579,0.000009574068,0.0001888719,0.000005804646,0.0005461928],"genre_scores_gemma":[0.9994383,0.0001875962,0.00009893056,0.00002972659,0.0000231472,0.000006663661,0.000143174,0.000002338259,0.00007004457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577056,"threshold_uncertainty_score":0.0136289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381630048218079,"score_gpt":0.2982262222787224,"score_spread":0.2600632174569145,"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."}}