{"id":"W2972652083","doi":"10.1016/j.injury.2019.09.016","title":"Is the proximity of external fixator pins to eventual definitive fixation implants related to the risk of deep infection in the staged management of tibial pilon fractures?","year":2019,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Fixation (population genetics); External fixation; Internal fixation; Surgery; External fixator; Population","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":[0.0004832995,0.0001108246,0.0002062978,0.00007761551,0.00004474994,0.000005651796,0.0001134354,0.00006416364,0.0001006652],"category_scores_gemma":[0.00007549967,0.00005259889,0.00008884284,0.0002390691,0.00002638338,0.00004718916,0.00005348635,0.000212882,0.00002359406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146636,"about_ca_system_score_gemma":0.00002245752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119645,"about_ca_topic_score_gemma":0.0002315363,"domain_scores_codex":[0.9988556,0.0001721142,0.0003301771,0.0001528419,0.0003528803,0.000136401],"domain_scores_gemma":[0.9990655,0.0001282009,0.0003450205,0.0003610395,0.00007011731,0.00003008693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003924783,0.00102342,0.932273,0.0001367608,0.0005976933,0.00001105921,0.01313463,0.0003095018,0.00274714,0.0003704577,0.0009130965,0.04455842],"study_design_scores_gemma":[0.001034895,0.001005826,0.9823552,0.000206749,0.0001885394,0.000004548634,0.0003490525,0.00003546795,0.01414705,0.0003775706,0.0002458349,0.00004924034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968939,0.0000443995,0.0001846571,0.0004961285,0.0001416722,0.001625776,0.0001164129,0.000005546832,0.0004914802],"genre_scores_gemma":[0.9992785,0.00006112736,0.0000884773,0.0004268775,0.00002177945,0.0000343892,0.00001574778,0.000009148365,0.00006389466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0500822,"threshold_uncertainty_score":0.2144921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132499726828223,"score_gpt":0.2987814127452548,"score_spread":0.2874564154769726,"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."}}