{"id":"W4415173660","doi":"10.53555/zs5cr318","title":"MULTIDISCIPLINARY PERIOPERATIVE STRATEGIES TO IMPROVE OUTCOMES IN OSTEOARTHRITIS PATIENTS UNDERGOING JOINT REPLACEMENT: A SYSTEMATIC REVIEW","year":2015,"lang":"en","type":"review","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Prehabilitation; Osteoarthritis; Multidisciplinary approach; Arthroplasty; Joint arthroplasty; MEDLINE; Joint replacement; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006222345,0.001351851,0.006854553,0.006922033,0.0005921345,0.002211993,0.001515392,0.001440077,0.003428056],"category_scores_gemma":[0.0249122,0.0007130672,0.008880193,0.00698996,0.000553015,0.001765407,0.001251774,0.00112274,0.0001992868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981296,"about_ca_system_score_gemma":0.009916291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006832492,"about_ca_topic_score_gemma":0.0211671,"domain_scores_codex":[0.9943932,0.002106316,0.001919577,0.0003643942,0.001018474,0.0001979862],"domain_scores_gemma":[0.9845218,0.009827496,0.003750572,0.0001796871,0.001453807,0.0002666676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002710652,0.0000361076,0.001218815,0.9454264,0.01191633,0.00006285589,0.0001573043,0.0001025666,0.00008359167,0.0001140855,0.0008539715,0.03975682],"study_design_scores_gemma":[0.0006043921,0.0003418913,0.007015489,0.8806784,0.1008441,0.0003128899,0.0003045698,0.0001531447,0.000142087,0.0002259127,0.009333303,0.00004377809],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001522087,0.9973393,0.0001000085,0.0001938371,0.00006082888,0.0003770457,0.0001933944,0.00000694274,0.0002065372],"genre_scores_gemma":[0.02377698,0.9739437,0.0007059743,0.0004776289,0.00007824945,0.0007528931,0.0001841545,0.000003566402,0.00007683659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006922033,"threshold_uncertainty_score":0.03290737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776845040244487,"score_gpt":0.3488123902009082,"score_spread":0.3110439397984633,"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."}}