{"id":"W2790986563","doi":"10.1016/j.wneu.2018.01.068","title":"Prohibited Arc Angles During Leksell Frame-Based Stereotaxy","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Elekta","keywords":"Arc (geometry); Stereotaxy; Medicine; Stereotactic surgery; Coordinate system; Nuclear medicine; Computer science; Computer vision; Artificial intelligence; Geometry; Mathematics; Radiology; Haptic technology","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":[0.0003799869,0.000353884,0.0002332521,0.000576265,0.0004669527,0.0007584647,0.0004099358,0.0003478225,0.01354709],"category_scores_gemma":[0.001499654,0.0002181173,0.0002100853,0.0005573534,0.0004103497,0.0006654816,0.0007212761,0.001032297,0.002090651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288218,"about_ca_system_score_gemma":0.001700322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007064079,"about_ca_topic_score_gemma":0.01225088,"domain_scores_codex":[0.999685,0.00005502314,0.00002637563,0.00005364283,0.0001176146,0.00006231847],"domain_scores_gemma":[0.9997589,0.00006675483,0.00003553379,0.00005827571,0.00005856475,0.00002199293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002581974,0.0001881081,0.006786123,0.000514559,0.00005984062,0.001596891,0.002308054,0.009324407,0.2421709,0.04115719,0.02399359,0.6693184],"study_design_scores_gemma":[0.000520043,0.002060269,0.09533157,0.0007518994,0.0003233712,0.02727266,0.001641242,0.03635522,0.3893679,0.0249186,0.4211271,0.0003300394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3264434,0.002055995,0.4636639,0.00117008,0.001253347,0.0006156077,0.00282015,0.003934647,0.1980428],"genre_scores_gemma":[0.8289847,0.001320682,0.1389555,0.0002833298,0.00008601803,0.0002351296,0.001003857,0.001194936,0.02793586],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01354709,"threshold_uncertainty_score":0.04531956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161732087618933,"score_gpt":0.2576919890850289,"score_spread":0.2360746682088395,"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."}}