{"id":"W4223505591","doi":"10.1503/cjs.016420","title":"Cost and safety of inpatient versus outpatient open reduction internal fixation of isolated ankle fractures","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Medicine; Ankle; Internal fixation; Ambulatory; Inpatient care; Cohort; Ambulatory care; Orthopedic surgery; Emergency medicine; Retrospective cohort study; Surgery; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191769,0.0002658483,0.0004030731,0.0007571973,0.0002730622,0.0007189271,0.0004964151,0.0003284499,0.002273937],"category_scores_gemma":[0.01133744,0.0001597059,0.0009537684,0.0009220655,0.000364279,0.000466265,0.00060313,0.0005728042,0.0001058878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750922,"about_ca_system_score_gemma":0.001060177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266798,"about_ca_topic_score_gemma":0.006522438,"domain_scores_codex":[0.9983603,0.0005368148,0.0002528703,0.0001350892,0.0004587352,0.0002561451],"domain_scores_gemma":[0.9927102,0.002298302,0.003921688,0.0001456948,0.0003500581,0.0005739814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00250992,0.0002485407,0.9773691,0.0000849314,0.000283944,0.0002026475,0.00006335308,0.0009182311,0.0002321589,0.0001344458,0.0005271484,0.01742555],"study_design_scores_gemma":[0.0001014111,0.00130628,0.9927946,0.00007002977,0.0001897419,0.0009597967,0.0004944426,0.003313178,0.0003577512,0.0001978649,0.0002002287,0.00001465503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989498,0.0003042764,0.00009296842,0.0001485385,0.00001024143,0.000008201473,0.0001791371,0.000002609217,0.0003042062],"genre_scores_gemma":[0.9996052,0.00007948006,0.00007408051,0.00002346539,0.00001646771,0.000006100258,0.000161029,0.000001483823,0.00003270683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004266798,"threshold_uncertainty_score":0.01270384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0542374761918818,"score_gpt":0.2855109446986459,"score_spread":0.2312734685067641,"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."}}