{"id":"W1982869351","doi":"10.1097/sla.0b013e31827eee6e","title":"Instructor Feedback Versus No Instructor Feedback on Performance in a Laparoscopic Virtual Reality Simulator","year":2013,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Virtual reality; Simulation; Human–computer interaction; Medical physics; Computer science","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":[0.002527355,0.00094609,0.001768139,0.0004414715,0.0002836885,0.0005715317,0.0005525463,0.001316843,0.005917702],"category_scores_gemma":[0.01015051,0.0003721361,0.001003249,0.0002108891,0.0004296799,0.0004613938,0.0005318609,0.0008628602,0.0004275251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165989,"about_ca_system_score_gemma":0.0007461431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003853391,"about_ca_topic_score_gemma":0.0004178677,"domain_scores_codex":[0.9973559,0.001391705,0.000338525,0.0003078944,0.0003918149,0.0002142326],"domain_scores_gemma":[0.9952735,0.002672474,0.001015815,0.0002034327,0.0003123041,0.0005224915],"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":[0.728274,0.08783346,0.00426572,0.007733912,0.0009643826,0.00009362421,0.0006178789,0.0006955461,0.009600784,0.0001535959,0.000812697,0.1589544],"study_design_scores_gemma":[0.1690716,0.7873359,0.03139726,0.0007240156,0.001454459,0.00006250879,0.0002427953,0.001421185,0.006216565,0.0001818259,0.00183421,0.00005773707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941835,0.001409932,0.0007388375,0.0001335181,0.0003363619,0.002151312,0.0001335966,0.00005538738,0.0008576128],"genre_scores_gemma":[0.9889241,0.0009343498,0.003442595,0.0001379849,0.0002383228,0.004835925,0.000113649,0.00001492858,0.001358066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005917702,"threshold_uncertainty_score":0.01979667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208742884487712,"score_gpt":0.3533467326326706,"score_spread":0.1446038481449586,"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."}}