{"id":"W2146749991","doi":"10.2196/games.2822","title":"Surgical Trainee Opinions in the United Kingdom Regarding a Three-Dimensional Virtual Mentoring Environment (MentorSL) in Second Life: Pilot Study","year":2013,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Facilitation; Medical education; Internet privacy; Medicine; Psychology; World Wide Web; Computer science","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":[0.002349758,0.0002943363,0.0003732912,0.0006271531,0.001210607,0.001046182,0.0003316,0.0006703247,0.003075478],"category_scores_gemma":[0.0063874,0.0003996434,0.0004224278,0.0005420744,0.0008770082,0.000519626,0.001872487,0.0006880216,0.0004607236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375533,"about_ca_system_score_gemma":0.001428948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897479,"about_ca_topic_score_gemma":0.04978909,"domain_scores_codex":[0.9974948,0.001139756,0.0002106844,0.0001506659,0.0004800117,0.000524089],"domain_scores_gemma":[0.992332,0.001698262,0.0019721,0.0001404178,0.001376611,0.002480628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002149106,0.001015665,0.8022621,0.0005085643,0.00004090962,0.003277886,0.1468576,0.000110712,0.007310518,0.00009888979,0.002373817,0.03399431],"study_design_scores_gemma":[0.00007288156,0.004585183,0.8479934,0.00009914972,0.00002303903,0.001055514,0.1406928,0.0001560448,0.0009309259,0.00001123843,0.004333822,0.00004599169],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992555,0.00006966931,0.00002577273,0.0001285217,0.000008253973,0.00003193309,0.00004388916,0.000001574301,0.0004349279],"genre_scores_gemma":[0.9988065,0.0001599297,0.0001191514,0.0001957871,0.00000662243,0.00004068182,0.0000368396,0.000002008037,0.0006324792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01897479,"threshold_uncertainty_score":0.03772867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185129353373204,"score_gpt":0.3127922736100776,"score_spread":0.2609409800763455,"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."}}