{"id":"W2954782968","doi":"10.1186/s12891-019-2669-y","title":"Improvement in mental health following total hip arthroplasty: the role of pain and function","year":2019,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; WOMAC; Physical therapy; Context (archaeology); Confounding; Mental health; Arthroplasty; Orthopedic surgery; Prospective cohort study; Internal medicine; Osteoarthritis; Surgery; Psychiatry","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":[0.001552326,0.0002620946,0.0003257994,0.0006122441,0.0003562479,0.0008237773,0.0004547652,0.0003318694,0.0013182],"category_scores_gemma":[0.006021812,0.000150675,0.0005986525,0.0008113343,0.0005659827,0.0005505355,0.0006790868,0.0007649653,0.0001097859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006758969,"about_ca_system_score_gemma":0.0006538835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008523705,"about_ca_topic_score_gemma":0.01666248,"domain_scores_codex":[0.9991548,0.0003227141,0.00009906882,0.00007761124,0.0001869105,0.0001588461],"domain_scores_gemma":[0.996596,0.0006721113,0.001998129,0.00008772763,0.0002914699,0.0003545397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103025,0.00006468815,0.9954088,0.00004767854,0.0001123658,0.00003811788,0.0000907888,0.00004580511,0.00005052728,0.0000200273,0.0001165223,0.003901569],"study_design_scores_gemma":[0.000002285712,0.00005346126,0.9995894,0.00002398874,0.00003247441,0.00005339919,0.00007970545,0.00006628029,0.00001576521,0.00001830664,0.00006249295,0.000002507504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994991,0.003220406,0.0001188734,0.000546579,0.00002732686,0.00002244779,0.0003133024,0.000003280667,0.0007567892],"genre_scores_gemma":[0.9989674,0.0006750084,0.00007252001,0.00005822025,0.0000267482,0.00000723833,0.000127931,5.866239e-7,0.00006435943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008523705,"threshold_uncertainty_score":0.01694816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005114685467036012,"score_gpt":0.2388582355321287,"score_spread":0.2337435500650927,"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."}}