{"id":"W2732472867","doi":"10.15438/rr.7.2.184","title":"Return to Work Following Total Knee Replacement","year":2017,"lang":"en","type":"article","venue":"Reconstructive Review","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Total knee replacement; Work (physics); Control (management); Return to sport; Value (mathematics); Operations management; Medicine; Computer science; Physical therapy; Surgery; Engineering; Mechanical engineering; Artificial intelligence; Rehabilitation","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":[0.001095265,0.0002964372,0.001288461,0.001458053,0.0001913492,0.0007689536,0.0007463056,0.0006229419,0.002388613],"category_scores_gemma":[0.005219212,0.0001060001,0.0007441034,0.002185825,0.0002705382,0.000485286,0.000428036,0.0007223423,0.0005314251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936026,"about_ca_system_score_gemma":0.001162641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795347,"about_ca_topic_score_gemma":0.004022973,"domain_scores_codex":[0.9990942,0.0002729932,0.0001870297,0.00009499606,0.0002670305,0.00008373002],"domain_scores_gemma":[0.9984371,0.0006696284,0.0005354185,0.00001819704,0.0002191204,0.0001206033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008448046,0.0001630649,0.01416928,0.05377802,0.001177844,0.000833595,0.000524021,0.0002314068,0.0002686584,0.0008026098,0.01535657,0.9118502],"study_design_scores_gemma":[0.0004208585,0.002552168,0.3968522,0.1264868,0.004839513,0.02139411,0.00438388,0.0002452989,0.0007132239,0.002447543,0.4394585,0.0002059591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00281859,0.9961172,0.0000246441,0.0002105486,0.000149098,0.000003906164,0.00003634134,0.000001151681,0.0006384759],"genre_scores_gemma":[0.02957316,0.9693331,0.00004913858,0.0001998776,0.0003072122,0.00001397863,0.0001698967,0.000001384356,0.0003523334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002795347,"threshold_uncertainty_score":0.007990777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258388806805799,"score_gpt":0.3211026496135425,"score_spread":0.2952637689329626,"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."}}