{"id":"W4399884940","doi":"10.1007/s00590-024-03974-y","title":"Risk factors for failure of manipulation under anesthesia after total knee arthroplasty","year":2024,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Total knee arthroplasty; Arthroplasty; Medicine; Anesthesia; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976442,0.0002455773,0.0003138671,0.0007266398,0.0006088597,0.0007697832,0.0004051871,0.000812686,0.00426822],"category_scores_gemma":[0.005109134,0.0001930248,0.0007166192,0.0008156438,0.0003622269,0.0005701779,0.0005893355,0.001702033,0.0002994424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773678,"about_ca_system_score_gemma":0.001297186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136715,"about_ca_topic_score_gemma":0.005236447,"domain_scores_codex":[0.9993781,0.00008566315,0.0001245766,0.0000600155,0.000144585,0.0002069659],"domain_scores_gemma":[0.9938884,0.001000816,0.003570684,0.0001430686,0.0003382136,0.001058839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506073,0.0001588973,0.9966345,0.00003402192,0.00008702537,0.0003792662,0.00008884053,0.00003339988,0.0001276951,0.00003061758,0.0001803082,0.002094752],"study_design_scores_gemma":[0.000006324702,0.0002553601,0.9973284,0.00004731261,0.0000769968,0.001208352,0.0005234705,0.0001143203,0.00004817432,0.00005220259,0.0003267903,0.00001220002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966586,0.001257968,0.00009688859,0.0002744432,0.00004673614,0.00001503682,0.0001911653,0.000005442163,0.001453853],"genre_scores_gemma":[0.9986613,0.0004832492,0.000120407,0.0001086906,0.00008396131,0.00001394399,0.0002284249,0.000003327712,0.0002968038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426822,"threshold_uncertainty_score":0.01427865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300807234980249,"score_gpt":0.2498825931342307,"score_spread":0.2268745207844282,"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."}}