{"id":"W4391164580","doi":"10.1097/nor.0000000000000997","title":"Orthopaedic Nurse Navigators and Total Joint Arthroplasty Preoperative Optimization","year":2024,"lang":"en","type":"review","venue":"Orthopaedic Nursing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Advancing Translational Sciences; Reseau canadien de recherche respiratoire","keywords":"Medicine; Joint arthroplasty; Psychological intervention; Disease; Diabetes mellitus; Patient education; Nursing; Disease management; MEDLINE; Physical therapy; Arthroplasty; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053012,0.0008943814,0.003656088,0.0004775722,0.0002031754,0.0001589496,0.00006218483,0.0006210281,0.0002100117],"category_scores_gemma":[0.0002394392,0.0006342435,0.002107816,0.0007599487,0.0004769086,0.000161781,0.0000425054,0.001142178,0.0001311917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493962,"about_ca_system_score_gemma":0.0007370444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005451391,"about_ca_topic_score_gemma":8.137934e-7,"domain_scores_codex":[0.9962934,0.0003290875,0.001058586,0.001011165,0.0007134822,0.0005943199],"domain_scores_gemma":[0.9982677,0.0002737008,0.0002642934,0.0004723408,0.0001113715,0.0006105638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003373079,0.0001322379,0.0001664907,0.0131418,0.0005533128,0.001372335,0.0006222303,0.00001579164,1.970396e-7,0.0007767605,0.000594363,0.9825907],"study_design_scores_gemma":[0.0009221274,0.0003621319,0.00009302591,0.127587,0.01234451,0.01137958,0.0004096341,0.0004056993,3.721794e-7,0.00000915052,0.8455917,0.0008951334],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001258991,0.9888588,0.0005066979,0.0003467711,0.001926541,0.001590748,0.00003580076,0.0002809073,0.006327887],"genre_scores_gemma":[0.0001241679,0.9913488,0.001261787,0.00008902214,0.001091426,0.0001046001,0.0003923361,0.0002000034,0.005387879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9816956,"threshold_uncertainty_score":0.9996109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442251161122694,"score_gpt":0.3255885310571469,"score_spread":0.3011660194459199,"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."}}