{"id":"W2998907477","doi":"10.2106/jbjs.19.00629","title":"Fully Immersive Virtual Reality for Total Hip Arthroplasty","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Virtual reality; Curriculum; Medicine; Osteotomy; Learning curve; Physical therapy; Duration (music); Physical medicine and rehabilitation; Surgery; Psychology; Computer science; 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":[0.0005009085,0.0003555899,0.0001563985,0.0002063528,0.0000708459,0.000438769,0.0003403526,0.00024147,0.003672891],"category_scores_gemma":[0.001882254,0.0001249919,0.0003125854,0.0001138624,0.0001849367,0.0002887614,0.0008717029,0.0002826489,0.0004547733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209734,"about_ca_system_score_gemma":0.0002652341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003925762,"about_ca_topic_score_gemma":0.0005825559,"domain_scores_codex":[0.9996069,0.0002004608,0.0000196929,0.00002392047,0.0001245821,0.00002452718],"domain_scores_gemma":[0.9994608,0.0002909568,0.00006970981,0.00005012975,0.00008697462,0.00004152979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001018631,0.0006428746,0.007308017,0.001386255,0.0001693546,0.0005621505,0.0009333756,0.01990912,0.1252511,0.003626781,0.007354981,0.8318374],"study_design_scores_gemma":[0.0010465,0.02324397,0.2176371,0.002750995,0.0009517019,0.03038114,0.001711778,0.2584037,0.1165555,0.02589953,0.3206632,0.0007548287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4925596,0.01889499,0.4636997,0.001348426,0.0004607507,0.0004966218,0.0008594155,0.001982723,0.01969787],"genre_scores_gemma":[0.8974375,0.003849878,0.09550276,0.000316422,0.0001194546,0.0003210417,0.0003369536,0.00005847984,0.002057464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003672891,"threshold_uncertainty_score":0.01228708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07800170311442974,"score_gpt":0.2890523385449487,"score_spread":0.2110506354305189,"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."}}