{"id":"W3046385907","doi":"10.1186/s13018-020-01793-5","title":"A propensity score-matched analysis comparing outpatient and short-stay hospitalization to standard inpatient hospitalization following total ankle arthroplasty","year":2020,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Medicine; Propensity score matching; Orthopedic surgery; Ankle; Incidence (geometry); Body mass index; Arthroplasty; Internal medicine; Surgery; Emergency medicine","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":[0.002201776,0.0002044659,0.00101787,0.0008602315,0.0002707344,0.0001306902,0.00005445856,0.00009901994,0.00003407704],"category_scores_gemma":[0.002480864,0.0001583605,0.0003667791,0.001796644,0.0001556444,0.0003977262,0.0002111032,0.0004654111,0.000002659124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145871,"about_ca_system_score_gemma":0.0002723953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064151,"about_ca_topic_score_gemma":0.00002326582,"domain_scores_codex":[0.9964158,0.0002988968,0.0008916024,0.000357817,0.001620905,0.0004150062],"domain_scores_gemma":[0.9976218,0.0003999147,0.000217223,0.0001684567,0.0007783488,0.0008143026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127632,0.0001336588,0.9868536,0.0001298334,0.000620764,0.0003141217,0.002496226,0.0004225777,0.0002513387,0.00001116561,0.0003963255,0.007242757],"study_design_scores_gemma":[0.001095468,0.002085742,0.9919893,0.0004135788,0.0004069916,0.00007345708,0.001034294,0.001870881,0.0004003711,0.000007483359,0.0004240281,0.0001984074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933143,0.0006577286,0.003201713,0.001859054,0.0002973535,0.0005930115,0.000008010555,0.00002363504,0.00004520313],"genre_scores_gemma":[0.9990612,0.0002281462,0.0003302964,0.0001436841,0.0001555818,0.000006690346,0.00002077115,0.0000250468,0.00002858512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007044349,"threshold_uncertainty_score":0.6457753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08096744090754326,"score_gpt":0.3220689458834858,"score_spread":0.2411015049759425,"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."}}