{"id":"W2746580375","doi":"10.1097/rhu.0000000000000560","title":"Do Psychosocial Factors Predict Muscle Strength, Pain, or Physical Performance in Patients With Knee Osteoarthritis?","year":2017,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Osteoarthritis; Physical therapy; Biopsychosocial model; Isometric exercise; Coping (psychology); Pain catastrophizing; Medicine; Knee pain; Physical medicine and rehabilitation; Psychology; Chronic pain; Clinical psychology; Psychiatry; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007390671,0.0002451598,0.001362566,0.0001214065,0.0001727799,0.00004437054,0.0002601632,0.0002844284,0.0001051435],"category_scores_gemma":[0.002087755,0.0001535428,0.000289181,0.00006622962,0.0003239124,0.0003352843,0.00005440389,0.0007962658,0.00001411758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003593168,"about_ca_system_score_gemma":0.0002924078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005121192,"about_ca_topic_score_gemma":0.00005344856,"domain_scores_codex":[0.9973479,0.0002302291,0.001259092,0.0002818979,0.0004804409,0.0004004751],"domain_scores_gemma":[0.9970691,0.0006838897,0.001247466,0.0004240167,0.0002347439,0.000340753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004089512,0.001215008,0.7536683,0.00002964154,0.00006676891,0.0001235654,0.0001633812,2.87475e-7,0.000001828347,0.00005267823,0.00009629824,0.2404927],"study_design_scores_gemma":[0.03667093,0.03841418,0.9219358,0.0009819269,0.000112377,0.00007844134,0.0001536675,0.00001335444,0.00002736712,0.0001211475,0.001323201,0.0001676312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977236,0.00006353371,0.000007736685,0.0002725359,0.001143986,0.0003444791,0.00001135333,0.00001552376,0.0004172949],"genre_scores_gemma":[0.9990852,0.0001633633,0.0003322215,0.00007770694,0.0002245272,0.0000071076,0.00001054721,0.00002999651,0.00006930167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403251,"threshold_uncertainty_score":0.6261295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758061670652952,"score_gpt":0.3365507771178964,"score_spread":0.3089701604113669,"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."}}