{"id":"W2764324107","doi":"10.7759/cureus.1738","title":"Video Microscope Robotic Arm-Assisted, Neuronavigation-guided Glioma Resection and Regional Sampling","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuronavigation; Magnetic resonance imaging; Glioma; Lesion; Radiology; Anaplastic astrocytoma; Sampling (signal processing); Astrocytoma; Pathology","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":[0.0001423144,0.0003339219,0.0001833005,0.0003103983,0.0001444092,0.0002200723,0.0004020341,0.0002945732,0.0007027351],"category_scores_gemma":[0.0002671046,0.0001710314,0.000278772,0.0001453742,0.0001860023,0.0002347237,0.0002908779,0.0002547447,0.0002048162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120054,"about_ca_system_score_gemma":0.0005551475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00421765,"about_ca_topic_score_gemma":0.009440115,"domain_scores_codex":[0.9998648,0.00001137145,0.00000855397,0.00004147524,0.00005037685,0.0000233505],"domain_scores_gemma":[0.9999363,0.00001502817,0.0000159732,0.0000103697,0.00001189771,0.00001040705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0005042875,0.00008155173,0.00471516,0.000224896,0.0000647924,0.00332842,0.0001597127,0.005096913,0.8100806,0.0004818535,0.001249237,0.1740125],"study_design_scores_gemma":[0.00026833,0.004255479,0.06719343,0.00008938827,0.0003642163,0.09598866,0.0001962998,0.1421451,0.6448118,0.0009237642,0.04353606,0.0002274532],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6872907,0.002777079,0.3016192,0.0002068928,0.0001297378,0.0002702834,0.0003143904,0.00158385,0.005807868],"genre_scores_gemma":[0.8548066,0.000823626,0.1387261,0.0001361907,0.00003788401,0.0001189143,0.0002778459,0.00006453784,0.005008374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00421765,"threshold_uncertainty_score":0.008386195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09881940113164313,"score_gpt":0.3635950092586233,"score_spread":0.2647756081269801,"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."}}