{"id":"W2561838852","doi":"10.1097/aap.0000000000000537","title":"A Virtual Reality Simulation Model of Spinal Ultrasound","year":2016,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Ottawa Hospital; Toronto Western Hospital; University of Ottawa","funders":"","keywords":"Medicine; Ultrasound; Test (biology); Session (web analytics); Physical therapy; Construct validity; Institutional review board; Lumbar spine; Lumbar; Medical physics; Radiology; Surgery; Patient satisfaction","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":[0.0004884092,0.0005944946,0.00032894,0.0005633109,0.0002350139,0.001079746,0.0008233049,0.0007663359,0.007919822],"category_scores_gemma":[0.002140396,0.00033437,0.000813496,0.0003635727,0.0005001354,0.0005358393,0.0009026252,0.0004244185,0.000902924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004578476,"about_ca_system_score_gemma":0.0009600519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005054842,"about_ca_topic_score_gemma":0.002304716,"domain_scores_codex":[0.9995247,0.0002545447,0.00002578852,0.00004856506,0.0001070638,0.00003935094],"domain_scores_gemma":[0.9991513,0.0005061246,0.0000690333,0.00007894881,0.0001291696,0.00006535219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001081745,0.0007117177,0.00646526,0.000363937,0.0001119303,0.0005747013,0.00113698,0.8954401,0.01133252,0.01230745,0.002641708,0.06783198],"study_design_scores_gemma":[0.0002077371,0.001026675,0.003553069,0.00009092877,0.00008314511,0.0004270306,0.0001602771,0.9771902,0.002380371,0.003218794,0.01158631,0.00007538302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3658041,0.0007682703,0.5920925,0.000763729,0.0002698363,0.0009679045,0.001271359,0.001625917,0.03643646],"genre_scores_gemma":[0.9179953,0.0004985988,0.07508697,0.00007813751,0.00003209266,0.000601526,0.0006245022,0.00005763093,0.005025243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007919822,"threshold_uncertainty_score":0.02649444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08360330904205299,"score_gpt":0.3329293185974729,"score_spread":0.2493260095554199,"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."}}