{"id":"W4413855829","doi":"10.1002/jeo2.70402","title":"Validity and reliability of the Arabic version of the patient's joint perception question in patients undergoing knee arthroplasty","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Orthopaedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthroplasty; Reliability (semiconductor); Orthopedic surgery; Arabic; Physical therapy; Perception; Joint arthroplasty; Psychology; Medicine; Total knee arthroplasty; Surgery; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005672586,0.0003442778,0.0004647875,0.001084946,0.000397469,0.0008846759,0.0004803714,0.0006185672,0.001523527],"category_scores_gemma":[0.02528381,0.0002982958,0.0007996987,0.0009362252,0.0006126869,0.0006538617,0.0008864136,0.000537048,0.0003753092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003775256,"about_ca_system_score_gemma":0.0005307599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108546,"about_ca_topic_score_gemma":0.002084118,"domain_scores_codex":[0.9961097,0.001743259,0.0006252269,0.0004299597,0.0008666544,0.000225333],"domain_scores_gemma":[0.982588,0.00841847,0.004973053,0.0006548989,0.002782088,0.0005836001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054806,0.0000869533,0.9940956,0.00006916362,0.00007581916,0.00005247615,0.001674289,0.00007073759,0.000224753,0.00003565923,0.0001320977,0.003277011],"study_design_scores_gemma":[0.00002454735,0.0003454777,0.9956338,0.0000547546,0.00004171621,0.000245908,0.002112442,0.0007393588,0.0001728273,0.00006472782,0.0005470035,0.00001745092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990527,0.000131372,0.0001202395,0.00005502547,0.00001677286,0.00003221963,0.0001161674,0.00000194137,0.0004734797],"genre_scores_gemma":[0.9994903,0.00005926472,0.0001827645,0.00002974282,0.000007639549,0.00004112902,0.0001142339,0.000001255866,0.00007361011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005672586,"threshold_uncertainty_score":0.02999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009272873701467017,"score_gpt":0.2562735027591219,"score_spread":0.2470006290576549,"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."}}