{"id":"W2604871989","doi":"10.1136/ebmed-2017-110683","title":"Close contact casting may result in similar outcomes compared with plate fixation for unstable ankle fractures in patients over 60 years old","year":2017,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ankle; Internal fixation; Surgery; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001207956,0.0006030696,0.001781975,0.0008511514,0.0001065829,0.00004481913,0.0002826883,0.0006311389,0.0002160313],"category_scores_gemma":[0.004358083,0.0004313711,0.0001675534,0.0002795207,0.0002022002,0.0003484092,0.00003824798,0.001624633,0.000009018078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736138,"about_ca_system_score_gemma":0.0005201758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343717,"about_ca_topic_score_gemma":0.0004854574,"domain_scores_codex":[0.9961106,0.0001560463,0.001025552,0.0008014624,0.001133268,0.0007731035],"domain_scores_gemma":[0.9952464,0.002513975,0.0009212486,0.0008675166,0.0002942319,0.0001566104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003015923,0.000114651,0.5836964,0.001077156,0.00008905766,0.002530213,0.0003128497,0.00008750729,0.00004149626,0.000001202539,0.4076324,0.001401233],"study_design_scores_gemma":[0.01675023,0.001568147,0.847199,0.03021221,0.0002963949,0.000005360562,0.00004679385,0.0004264251,0.00007447577,0.00002742372,0.1028878,0.0005057794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6932818,0.001128334,0.0000288051,0.3010436,0.001123304,0.00288349,0.0001313312,0.00007896519,0.0003003723],"genre_scores_gemma":[0.7998695,0.00006607,0.0002992724,0.1930062,0.002315028,0.0001638657,0.002107127,0.0001265733,0.002046297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3047445,"threshold_uncertainty_score":0.9998138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183265276065888,"score_gpt":0.332076306077026,"score_spread":0.2702436533163671,"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."}}