{"id":"W4402049422","doi":"10.3390/curroncol31090376","title":"Augmented Reality Navigation System (SIRIO) for Neuroprotection in Vertebral Tumoral Ablation","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuroprotection; Ablation; Neuroscience; Internal medicine; Biology","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":[0.0006647811,0.0003325906,0.0003728559,0.0002932713,0.00006457983,0.0002989965,0.0002366551,0.0001966282,0.001181666],"category_scores_gemma":[0.001641884,0.0001236145,0.000473229,0.0002113543,0.0002054282,0.0002346131,0.0002794264,0.00028118,0.0001626675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009650823,"about_ca_system_score_gemma":0.0002627331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439818,"about_ca_topic_score_gemma":0.0006648616,"domain_scores_codex":[0.9995401,0.0002020056,0.00003430614,0.00004441992,0.000148077,0.00003112785],"domain_scores_gemma":[0.999312,0.0003295125,0.0002200958,0.00004639203,0.00006123743,0.00003071047],"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":[0.02877191,0.001989775,0.04988389,0.001571898,0.0008833146,0.0007882228,0.0006215202,0.01074519,0.2602884,0.0009645468,0.001384029,0.6421072],"study_design_scores_gemma":[0.003939434,0.165887,0.5271795,0.0003253609,0.003316819,0.01466273,0.0005689706,0.06644089,0.1950404,0.00105754,0.02121279,0.0003684822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735284,0.003048827,0.02202005,0.00006613337,0.0000388019,0.00008168352,0.0001111603,0.00016649,0.0009385773],"genre_scores_gemma":[0.9764238,0.001820743,0.02065017,0.0000792909,0.00006007556,0.0001296095,0.0001851875,0.00001548365,0.0006356604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001181666,"threshold_uncertainty_score":0.00395304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380751028797887,"score_gpt":0.37299281551144,"score_spread":0.2991853052234612,"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."}}