{"id":"W3161106711","doi":"10.2196/27544","title":"Use of a Virtual Reality Simulator for Tendon Repair Training: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Tendon; Simulation; Orthopedic surgery; Physical therapy; Rating scale; Computer science; Medicine; Physical medicine and rehabilitation; Medical physics; Surgery; Psychology; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00535875,0.00161026,0.006363577,0.001110773,0.0009538443,0.001435586,0.001671168,0.003566206,0.008356928],"category_scores_gemma":[0.006081718,0.001275509,0.002681482,0.0009114923,0.002143669,0.001421226,0.0008903196,0.002310269,0.0007841375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281279,"about_ca_system_score_gemma":0.003116519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340751,"about_ca_topic_score_gemma":0.001603008,"domain_scores_codex":[0.9953845,0.0025462,0.000563227,0.0006450826,0.0004458602,0.0004151052],"domain_scores_gemma":[0.9956287,0.001888752,0.0009693115,0.0003661365,0.0004210469,0.000725962],"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":[0.9682094,0.0208518,0.0005671297,0.001185541,0.0007562879,0.00002671011,0.00007661342,0.0001453092,0.0006156997,0.00008828416,0.000205203,0.007271986],"study_design_scores_gemma":[0.8550136,0.1421447,0.001152505,0.00009690984,0.0006071636,0.00001275072,0.00004583913,0.000308492,0.0002282383,0.00006127627,0.0003123184,0.00001616939],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616449,0.00642754,0.001510291,0.0004679585,0.001243343,0.02662365,0.0005414431,0.0001536121,0.001387196],"genre_scores_gemma":[0.9227288,0.004203021,0.005517142,0.0009342963,0.001052683,0.06253128,0.0004711684,0.0000231768,0.002538415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008356928,"threshold_uncertainty_score":0.02834016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07246246048535962,"score_gpt":0.3527332193311086,"score_spread":0.2802707588457489,"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."}}