{"id":"W2325702684","doi":"10.1055/s-0032-1333415","title":"Preliminary Study on the Clinical Application of Augmented Reality Neuronavigation","year":2013,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part A Central European Neurosurgery","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuronavigation; Augmented reality; Craniotomy; Computer science; Navigation system; Computer vision; Software; Overlay; Artificial intelligence; Medicine; Surgery; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001885246,0.0005054505,0.0002320999,0.0003490882,0.0002339934,0.0004656923,0.0005472972,0.0005001341,0.00283327],"category_scores_gemma":[0.004968288,0.0001852175,0.0002394863,0.0002690753,0.0006085777,0.0005752213,0.0003748119,0.0004240858,0.0007278614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240186,"about_ca_system_score_gemma":0.0004068943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000602283,"about_ca_topic_score_gemma":0.0006806708,"domain_scores_codex":[0.9989495,0.000499297,0.0001171158,0.0001128547,0.0002482886,0.00007303891],"domain_scores_gemma":[0.9981527,0.0008206394,0.0001608352,0.0002099562,0.0005403918,0.0001153403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007021907,0.004192855,0.182879,0.001427986,0.0001942376,0.01479834,0.00296359,0.003852966,0.2341015,0.0006697288,0.001447632,0.5464503],"study_design_scores_gemma":[0.001368526,0.1097643,0.4709981,0.0004546958,0.0005875559,0.1294176,0.002250294,0.01354274,0.230381,0.0007173509,0.04030361,0.0002142906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980597,0.003013048,0.01132078,0.0002396667,0.00004025251,0.0002663983,0.0000706893,0.00008533746,0.004366878],"genre_scores_gemma":[0.9885965,0.001150807,0.009095445,0.0001425827,0.00004635579,0.000108751,0.000136316,0.0000167654,0.0007065203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00283327,"threshold_uncertainty_score":0.009970248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08967812597147172,"score_gpt":0.3069004558868779,"score_spread":0.2172223299154061,"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."}}