{"id":"W2772030069","doi":"10.1093/neuros/nyx576","title":"Robotic Stereotaxy in Cranial Neurosurgery: A Qualitative Systematic Review","year":2017,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Health Sciences Centre","funders":"","keywords":"Stereoelectroencephalography; Medicine; Stereotaxy; Medical physics; Deep brain stimulation; Stereotactic surgery; Artificial intelligence; Computer science; Haptic technology; Surgery; Epilepsy surgery; Electroencephalography","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":[0.01285463,0.001200843,0.004934924,0.01672271,0.0008038373,0.002520933,0.001956803,0.00103848,0.006163963],"category_scores_gemma":[0.04939983,0.0008365047,0.00561969,0.01758906,0.00110725,0.002739464,0.002083688,0.0009231234,0.0003714601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005408344,"about_ca_system_score_gemma":0.01788814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097094,"about_ca_topic_score_gemma":0.02930459,"domain_scores_codex":[0.9898832,0.003792495,0.00359148,0.0006617882,0.001789561,0.0002815293],"domain_scores_gemma":[0.9586015,0.03205002,0.004804913,0.0005560396,0.003657714,0.0003298305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001509756,0.00002247339,0.001795255,0.9388378,0.004989257,0.0001288659,0.0009693627,0.0001404714,0.0001327184,0.0005837326,0.001561629,0.05068737],"study_design_scores_gemma":[0.0001777845,0.0001557907,0.005930217,0.9363623,0.03351594,0.0003996633,0.002156099,0.0001194147,0.00018672,0.0005708443,0.02037464,0.00005058063],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004167331,0.9890566,0.0009413956,0.0007211119,0.0001129699,0.001584262,0.002293943,0.00001751074,0.001104724],"genre_scores_gemma":[0.04523727,0.946418,0.0026787,0.0009864412,0.00006986384,0.003329552,0.001040591,0.00001648987,0.0002230013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01672271,"threshold_uncertainty_score":0.06798261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032034858256755,"score_gpt":0.4374220706061389,"score_spread":0.2342185847804633,"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."}}