{"id":"W3014174570","doi":"10.1097/oi9.0000000000000053","title":"Open fractures with soft-tissue loss","year":2020,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Soft tissue; Medicine; Open fracture; Soft tissue injury; Surgery; Orthopedic surgery","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003360041,0.0002078499,0.0004446851,0.0000763054,0.0001324626,0.001388723,0.003879751,0.00005894533,0.003284549],"category_scores_gemma":[0.000161258,0.0001050419,0.0001349681,0.0002075638,0.00009941414,0.00178146,0.001044927,0.0004927703,0.0000289838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000623703,"about_ca_system_score_gemma":0.0002386492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002575877,"about_ca_topic_score_gemma":0.00006248014,"domain_scores_codex":[0.9982362,0.00005725257,0.0005219706,0.000235009,0.000769345,0.0001802712],"domain_scores_gemma":[0.9984031,0.0000985244,0.000587387,0.0002354027,0.0003805947,0.0002950233],"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":[0.02050537,0.001638781,0.3373626,0.00006936613,0.005391223,0.007556185,0.001517769,0.0009116699,0.0002835899,0.002178785,0.07503244,0.5475522],"study_design_scores_gemma":[0.01323211,0.001761234,0.4164203,0.000547998,0.0005194588,0.003272521,0.0002414214,0.0001591042,0.002330055,0.0006928999,0.5605453,0.0002775926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7196379,0.001130287,0.003437641,0.2190063,0.00108012,0.001820217,0.00006335154,0.00002482326,0.0537994],"genre_scores_gemma":[0.9876716,0.0001435103,0.001496514,0.008705704,0.0007776052,0.00001453932,0.00002008344,0.00003557063,0.001134868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472746,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07060194934618164,"score_gpt":0.4156605836802268,"score_spread":0.3450586343340452,"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."}}