{"id":"W2313240457","doi":"10.1017/cjn.2014.89","title":"Radiosurgery for recurrent glioblastoma multiforme: A single institution experience","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Glioblastoma; Radiosurgery; Medicine; Radiology; Radiation therapy; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005224643,0.0007959714,0.0005032504,0.000687723,0.0007298976,0.0006520874,0.0005376201,0.0005985863,0.001972517],"category_scores_gemma":[0.001329234,0.0003064309,0.000710323,0.001008689,0.0004636213,0.0004325375,0.0008399764,0.0004965324,0.001349491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523022,"about_ca_system_score_gemma":0.0006719319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002256839,"about_ca_topic_score_gemma":0.004375142,"domain_scores_codex":[0.9994276,0.0001434273,0.00007968875,0.0001102034,0.0001051701,0.0001338293],"domain_scores_gemma":[0.9993862,0.00009796281,0.0001470864,0.00008404685,0.00004614572,0.0002385195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001504677,0.004971135,0.6437648,0.0004310019,0.0007472756,0.05442104,0.003360334,0.002348143,0.01529085,0.0003542234,0.005231117,0.2675754],"study_design_scores_gemma":[0.0005670406,0.01715306,0.7035279,0.0002600337,0.0006229963,0.2474215,0.002199856,0.002843706,0.0122337,0.0005358099,0.01242622,0.0002081939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937476,0.002389709,0.001229727,0.0002433083,0.0000301603,0.00008516297,0.0001518698,0.00008011063,0.002042348],"genre_scores_gemma":[0.9949274,0.002241306,0.001062559,0.0001590676,0.00008031711,0.00005586339,0.0003214385,0.00004798333,0.001104096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002256839,"threshold_uncertainty_score":0.006598771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410662442343514,"score_gpt":0.28816724481645,"score_spread":0.2440606203930148,"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."}}