{"id":"W3000175275","doi":"10.1302/0301-620x.102b3.bjj-2019-0723.r1","title":"The PAT randomized clinical trial","year":2020,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Action Medical Research","keywords":"Medicine; WOMAC; Oxford knee score; Quality of life (healthcare); Randomized controlled trial; Physical therapy; Osteoarthritis; Arthroplasty; Confidence interval; Surgery; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008736788,0.0001586692,0.0008805916,0.00002363384,0.0006389165,0.0001137452,0.000167227,0.00006741489,0.0003513053],"category_scores_gemma":[0.008987071,0.00006316883,0.0009798947,0.00009831069,0.0004692332,0.00006466635,0.000103433,0.001745454,0.0004505986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002670394,"about_ca_system_score_gemma":0.0001903766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002972727,"about_ca_topic_score_gemma":0.000002317993,"domain_scores_codex":[0.9958985,0.001857436,0.00125461,0.0001489328,0.0005260218,0.0003145323],"domain_scores_gemma":[0.9958376,0.002956217,0.0004353448,0.0003081501,0.00008956283,0.0003731729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9324718,0.0001397402,0.0005720154,0.00000677663,0.0004723461,0.0002436065,0.001334495,0.000005231609,0.0002161761,0.0006814894,0.03590397,0.02795233],"study_design_scores_gemma":[0.9361242,0.001149124,0.00294176,0.00004695186,0.00043462,0.001594104,0.0006363858,0.0004461886,0.00006899177,0.0009614538,0.05547548,0.0001207548],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7508383,0.001491229,0.0007408705,0.2403141,0.002459319,0.001240236,0.00000161042,0.0000731019,0.002841179],"genre_scores_gemma":[0.985895,0.0008937235,0.0003509746,0.006656438,0.004616863,0.00001139296,8.364814e-7,0.00002922878,0.001545545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2350567,"threshold_uncertainty_score":0.9993607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08376526869807382,"score_gpt":0.3450604875297966,"score_spread":0.2612952188317228,"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."}}