{"id":"W2334286689","doi":"10.1093/neuonc/not182","title":"NEURO/MEDICAL ONCOLOGY","year":2013,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Gustave-Roussy; Hospital for Sick Children; Children's Healthcare of Atlanta; Seattle Children's Research Institute; Sidney Kimmel Comprehensive Cancer Center; Novartis Pharmaceuticals Corporation; Johns Hopkins University","keywords":"Medicine; Medical physics; Internal medicine; Oncology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004054746,0.0006705751,0.0004088249,0.0009179268,0.0009175456,0.001700321,0.0008135356,0.001243959,0.163727],"category_scores_gemma":[0.001404972,0.0001658953,0.0003409828,0.0007460073,0.0004676295,0.0007283887,0.001155598,0.001458485,0.09240817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325457,"about_ca_system_score_gemma":0.001725903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009525093,"about_ca_topic_score_gemma":0.001778995,"domain_scores_codex":[0.9996104,0.00009481808,0.00003399978,0.00006773073,0.00010571,0.00008751143],"domain_scores_gemma":[0.999396,0.00006586103,0.00008247851,0.0000634263,0.0001880898,0.0002041847],"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":[0.0002252984,0.0001621034,0.004285071,0.0008658045,0.00005505685,0.003849163,0.0001296977,0.0001762464,0.001443213,0.006493729,0.4265499,0.5557649],"study_design_scores_gemma":[0.00005135134,0.00009392438,0.002656224,0.0004880271,0.0000222138,0.008351514,0.00008499948,0.0000872972,0.0004787887,0.002834128,0.9848423,0.000009256409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01228517,0.07848074,0.002631003,0.03341925,0.008458754,0.0002780702,0.002839326,0.0009891936,0.8606185],"genre_scores_gemma":[0.1292408,0.09826852,0.007533001,0.0363008,0.01049004,0.0004304774,0.006967412,0.0004775331,0.7102916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.836273,"threshold_uncertainty_score":0.5477213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381053194504296,"score_gpt":0.3191416908246175,"score_spread":0.2953311588795745,"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."}}