{"id":"W4416207319","doi":"10.1302/1358-992x.2025.13.081","title":"USING A VIRTUAL MEETING PLATFORM WITH DIRECT SURGEON INTERACTION IS AN EFFECTIVE TOOL FOR SURGICAL EDUCATION: A REMOTE AUGMENTED PRECEPTORSHIP","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Likert scale; Augmented reality; Virtual reality; Perception; Patient satisfaction; Virtual image","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":[0.001036576,0.0003369732,0.0002014216,0.0004423955,0.0007773678,0.001366741,0.000442554,0.0004207055,0.005647483],"category_scores_gemma":[0.003425314,0.0002123303,0.0004414502,0.000214924,0.0003995403,0.0007968837,0.001978916,0.0004912812,0.001009269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095971,"about_ca_system_score_gemma":0.0009919769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640427,"about_ca_topic_score_gemma":0.001242586,"domain_scores_codex":[0.9983652,0.0007732817,0.00007240541,0.0001192271,0.0004775876,0.0001922623],"domain_scores_gemma":[0.9981779,0.000509252,0.0003649741,0.0001151049,0.0002205874,0.0006122399],"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":[0.0005948687,0.005243676,0.2083843,0.0008561736,0.0000767584,0.001948048,0.02246148,0.0009554281,0.0231755,0.000618447,0.006433758,0.7292514],"study_design_scores_gemma":[0.000329481,0.02271798,0.7743832,0.0009730717,0.0002900376,0.01788035,0.09175123,0.005900372,0.01466184,0.0008263642,0.06994816,0.0003380109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849743,0.0003608896,0.005385536,0.0005863913,0.00005357459,0.0001574356,0.00004091614,0.0001161662,0.008324816],"genre_scores_gemma":[0.9879005,0.0003849237,0.008193001,0.0002750322,0.0000321309,0.0001102785,0.0000492149,0.00001272083,0.003042119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005647483,"threshold_uncertainty_score":0.01889271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272237439817831,"score_gpt":0.3371074553711056,"score_spread":0.3043850809729273,"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."}}