{"id":"W2277317313","doi":"10.1093/pm/pnv043","title":"Physiological Indices of Stress Prior to and Following Total Knee Arthroplasty Predict the Occurrence of Severe Post-Operative Pain","year":2015,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total knee arthroplasty; Arthroplasty; Physical therapy; Anesthesia; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008246438,0.0001327019,0.0002877145,0.00005360007,0.00008364602,0.000007731821,0.000142157,0.00004219482,0.00003741604],"category_scores_gemma":[0.01283516,0.00007045738,0.0000389786,0.0002339733,0.0003648899,0.00006080006,0.0001060366,0.0001494777,0.000001508909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009639581,"about_ca_system_score_gemma":0.00006844399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006789112,"about_ca_topic_score_gemma":0.00001253658,"domain_scores_codex":[0.997659,0.001174965,0.0002743515,0.0002728378,0.0004292849,0.000189587],"domain_scores_gemma":[0.9972386,0.002232719,0.0001270513,0.0001948959,0.0000680063,0.0001386622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002307161,0.0003773917,0.1346298,0.0003134983,0.00008441097,0.000138872,0.03676756,0.0006973703,0.4647858,0.0002884067,0.005292532,0.3543172],"study_design_scores_gemma":[0.007860823,0.03538948,0.8092219,0.003638238,0.0001901469,0.00008918369,0.06433628,0.01343914,0.06197146,0.0003393006,0.002509685,0.001014315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975579,0.0005040912,0.0003709018,0.0009061702,0.0001337034,0.0003595235,0.00006609141,0.00001671727,0.00008486873],"genre_scores_gemma":[0.9987388,0.00006594579,0.00005076696,0.001005415,0.00006492627,0.0000235293,0.000003475995,0.000004610714,0.00004253191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6745921,"threshold_uncertainty_score":0.9954801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348899628553844,"score_gpt":0.3019417362015546,"score_spread":0.2670517733461701,"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."}}