{"id":"W2023794482","doi":"10.1007/s11548-015-1163-8","title":"Augmented reality in neurovascular surgery: feasibility and first uses in the operating room","year":2015,"lang":"en","type":"article","venue":"International Journal of Computer Assisted Radiology and Surgery","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":110,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill Genome Centre; McGill University Health Centre","funders":"","keywords":"Augmented reality; Neurovascular bundle; Neuronavigation; Computer science; Image-guided surgery; Medicine; Radiology; Computer vision; Medical physics; Surgery; Magnetic resonance imaging","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":[0.002988582,0.001345555,0.0006430715,0.001599791,0.0007059793,0.0024708,0.001678951,0.001791931,0.006765507],"category_scores_gemma":[0.005449709,0.0007536814,0.001199983,0.0009051597,0.001529494,0.002537987,0.001586056,0.00151459,0.001171757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000538306,"about_ca_system_score_gemma":0.0008385238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978375,"about_ca_topic_score_gemma":0.001778724,"domain_scores_codex":[0.996741,0.001910748,0.0001522207,0.0003133677,0.0006638956,0.0002188913],"domain_scores_gemma":[0.9959344,0.002390568,0.0001891502,0.0005618132,0.0006877705,0.000236286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01373823,0.002102691,0.05015817,0.00215155,0.0003360859,0.004673098,0.005055101,0.006782499,0.1213114,0.007539506,0.004233093,0.7819186],"study_design_scores_gemma":[0.001240634,0.06078586,0.2696537,0.003573698,0.002996624,0.1011203,0.0168244,0.06906475,0.3402232,0.01782494,0.1146313,0.002060692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8091742,0.05918444,0.1000501,0.002011754,0.0006406771,0.0003564809,0.0009344934,0.0006150543,0.02703271],"genre_scores_gemma":[0.9414814,0.01498464,0.03912271,0.0002096023,0.0002732301,0.00007289537,0.0002341829,0.0001101503,0.003511167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006765507,"threshold_uncertainty_score":0.0226329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08269257145873708,"score_gpt":0.3043700706061507,"score_spread":0.2216774991474136,"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."}}