{"id":"W2080757750","doi":"10.1177/1553350612451354","title":"Virtual Reality Simulator","year":2012,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; National Research Council Institute for Biodiagnostics; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Research Council Canada; Genomic Health","keywords":"Surgical simulation; Virtual reality; Medicine; Surgical procedures; Surgical planning; Simulation; Medical physics; Surgery; Human–computer interaction; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005547175,0.00008511167,0.0001615377,0.0001068998,0.00005525898,0.00001033669,0.00002306975,0.000101597,0.001342908],"category_scores_gemma":[0.0002276086,0.00006803362,0.00004771026,0.0008890337,0.00004063716,0.0001544332,0.00001654299,0.000157251,0.0001723363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004286593,"about_ca_system_score_gemma":0.00002187597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003948699,"about_ca_topic_score_gemma":1.217186e-7,"domain_scores_codex":[0.9990385,0.00003582882,0.0003149186,0.0001188187,0.0002627574,0.0002292465],"domain_scores_gemma":[0.9993727,0.0001529393,0.00006051749,0.0001314882,0.0001669036,0.0001154016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007979466,0.0006962804,0.1836275,0.00002669476,0.00007251781,0.0000380375,0.0002801339,0.0003982729,0.000539154,0.6228068,0.0006760981,0.1900406],"study_design_scores_gemma":[0.00546409,0.0001332943,0.1911843,0.00003037302,0.00002982619,0.0000451489,0.00009332652,0.004832821,0.001083813,0.0005047541,0.7963868,0.0002114894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371606,0.00002639323,0.000977748,0.0006397003,0.0002465669,0.0001274446,0.000002109178,0.0001390761,0.06068033],"genre_scores_gemma":[0.9977441,0.000001699088,0.00006753641,0.0006462234,0.0005962524,0.000004728278,0.0001135041,0.00001055983,0.0008153319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7957107,"threshold_uncertainty_score":0.99957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09000737907677997,"score_gpt":0.3729799047401148,"score_spread":0.2829725256633349,"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."}}