{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006873417,0.00007899231,0.0003756632,0.0005082643,0.00008987432,0.00001210089,0.00008142659,0.00003964746,0.0005555081],"category_scores_gemma":[0.0002898992,0.00007402389,0.0001145329,0.0002229173,0.00007677875,0.0001432902,0.00003455237,0.0002513201,2.563615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195359,"about_ca_system_score_gemma":0.001232047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957589,"about_ca_topic_score_gemma":0.0005932492,"domain_scores_codex":[0.9988247,0.0000893613,0.0006295373,0.00008517758,0.0002259498,0.0001453179],"domain_scores_gemma":[0.9985456,0.0001538604,0.0006554885,0.00009927631,0.0002586294,0.0002871546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02332077,0.0004208018,0.6931764,0.0002521082,0.0007767354,0.0004941624,0.006979396,0.0009880062,0.003538043,0.0000952869,0.08185373,0.1881045],"study_design_scores_gemma":[0.007205304,0.003932958,0.8349772,0.00159355,0.0003545301,0.001241272,0.008033305,0.0002526501,0.009701252,0.0001646604,0.1320606,0.0004827431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963002,0.0006453147,0.00002020032,0.0007015223,0.001807809,0.0001662554,0.00004876998,0.000001518687,0.0003084354],"genre_scores_gemma":[0.9996291,0.00006839242,0.00003512501,0.00008422406,0.00007347379,0.000002586183,0.00003350336,0.00001044423,0.00006316377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876218,"threshold_uncertainty_score":0.6082424,"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."}}