{"id":"W3022183551","doi":"10.1016/j.jseint.2020.02.005","title":"The evolution of virtual reality in shoulder and elbow surgery","year":2020,"lang":"en","type":"review","venue":"JSES International","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Virtual reality; Orthopedic surgery; Elbow; Medicine; Terminology; Popularity; Surgery; Physical therapy; Computer science; Psychology; Human–computer interaction","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":[0.002586646,0.0008157825,0.001718305,0.005282023,0.0003546268,0.002173628,0.001022678,0.001513378,0.002947041],"category_scores_gemma":[0.004127766,0.0004477572,0.001570464,0.004701519,0.001322755,0.002588821,0.001377334,0.002654142,0.0006946526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377889,"about_ca_system_score_gemma":0.002760489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110553,"about_ca_topic_score_gemma":0.003506633,"domain_scores_codex":[0.9983815,0.000595365,0.0003071649,0.0001873088,0.0004571531,0.00007152713],"domain_scores_gemma":[0.9968373,0.00229073,0.0002767194,0.00006117929,0.0004706191,0.00006346617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006826633,0.00004166714,0.0002715057,0.06485078,0.0002417246,0.0001078881,0.0002621572,0.0004531424,0.0005154966,0.009927905,0.006756611,0.9165029],"study_design_scores_gemma":[0.00003885894,0.0002483262,0.003682297,0.06491142,0.0006108645,0.002273229,0.000440026,0.0002953356,0.0005608512,0.00491027,0.9219608,0.0000676187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008982495,0.9990242,0.0001042234,0.0001829816,0.0001036619,0.000004720417,0.000006434943,0.000002535238,0.0004814262],"genre_scores_gemma":[0.001045374,0.9983151,0.0002511755,0.0001749504,0.00009082672,0.000006977431,0.000009855946,0.000001514266,0.0001042341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005282023,"threshold_uncertainty_score":0.01367968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215288555334107,"score_gpt":0.414589541373782,"score_spread":0.2930606858403713,"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."}}