{"id":"W2974399900","doi":"10.2106/jbjs.19.00121","title":"A Multicenter Randomized Controlled Trial Evaluating the Effectiveness of Cognitive Training for Anterior Approach Total Hip Arthroplasty","year":2019,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Arthroplasty; Total hip arthroplasty; Randomized controlled trial; Physical therapy; Cognition; Learning curve; Standard error; Physical medicine and rehabilitation; Medical physics; Surgery; Computer science; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005707886,0.001592247,0.003335754,0.000664478,0.0008718303,0.001287615,0.001517023,0.002857704,0.008837852],"category_scores_gemma":[0.01383191,0.0006811824,0.002452874,0.0006280725,0.001935041,0.001647023,0.0007281073,0.003063251,0.0007540624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417025,"about_ca_system_score_gemma":0.003179466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175336,"about_ca_topic_score_gemma":0.001910424,"domain_scores_codex":[0.9938768,0.004204215,0.0005295372,0.0006925173,0.0003655251,0.0003315036],"domain_scores_gemma":[0.9921224,0.003945125,0.001759657,0.0003936427,0.0004599067,0.001319277],"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":[0.976664,0.009841855,0.0005907602,0.001095419,0.001232076,0.00002876114,0.00005807289,0.0002050373,0.0003430462,0.00008807836,0.0002816787,0.009571352],"study_design_scores_gemma":[0.9459134,0.05207477,0.0008977177,0.00008027173,0.0004908953,0.000009551864,0.00002231545,0.0001984434,0.00008669325,0.00007252312,0.0001459943,0.000007454651],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726151,0.007356057,0.001198029,0.001207693,0.001802415,0.01307664,0.000530626,0.000119503,0.002093954],"genre_scores_gemma":[0.972121,0.002058359,0.003542173,0.001059011,0.0008598188,0.01885394,0.0003212476,0.00001297693,0.001171476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008837852,"threshold_uncertainty_score":0.03018659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06269428801935921,"score_gpt":0.3309788817499638,"score_spread":0.2682845937306045,"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."}}