{"id":"W3196350283","doi":"10.5435/jaaos-d-20-01350","title":"Diagnosis and Treatment of Syndesmotic Unstable Injuries: Where We Are Now and Where We Are Headed","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Syndesmosis; Ankle; Sagittal plane; Coronal plane; Modalities; Fixation (population genetics); Orthodontics; Surgery; Radiology; Fibula; Tibia","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":[0.0004097907,0.0002746946,0.001486205,0.0002358539,0.0001020794,0.00001558461,0.0001174653,0.0001086629,0.0001252866],"category_scores_gemma":[0.0003434502,0.0001801407,0.0005339205,0.0006914431,0.0008346618,0.0001264021,0.0000867397,0.0004300713,0.000001102419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007572115,"about_ca_system_score_gemma":0.0002775683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007468645,"about_ca_topic_score_gemma":0.000159564,"domain_scores_codex":[0.9977661,0.0002434105,0.000878022,0.0002383244,0.0005408931,0.00033323],"domain_scores_gemma":[0.996806,0.000808251,0.001656461,0.0002155838,0.0001851588,0.0003285343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003478371,0.0004197955,0.9658673,0.000485339,0.0005913491,0.0001331723,0.0002994654,0.000007524056,0.001077448,0.000006531498,0.007871523,0.02289272],"study_design_scores_gemma":[0.001844966,0.0007169839,0.9134127,0.006174915,0.000934811,0.0008402404,0.005680798,0.00001705349,0.005953413,0.00007429358,0.06412658,0.0002231836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676139,0.06012532,0.000002250775,0.07187907,0.0001539703,0.0001377954,0.0000422068,0.000009226323,0.00003633162],"genre_scores_gemma":[0.7935306,0.2052917,0.0001369033,0.0003361585,0.0001249368,0.000005738576,7.34382e-7,0.00002712938,0.0005461376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451664,"threshold_uncertainty_score":0.7345926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009032766326141,"score_gpt":0.2900358432454744,"score_spread":0.259945515582213,"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."}}