{"id":"W2767667543","doi":"10.1093/neuonc/nox168.705","title":"PATH-14. SIZE OF INCIDENTALLY DISCOVERED DIFFUSELY INFILTRATING GLIOMAS PREDICTS FUTURE GROWTH RATE","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Glioma; Oligodendroglioma; Asymptomatic; Astrocytoma; Fluid-attenuated inversion recovery; Lesion; Radiology; Nuclear medicine; Pathology; Magnetic resonance imaging","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":[0.0003790869,0.0002480697,0.0001462866,0.0006561827,0.0001599006,0.0004503766,0.0002894913,0.0003402526,0.003555995],"category_scores_gemma":[0.002659845,0.0001389356,0.0003130578,0.0004067803,0.0002272097,0.0004375925,0.0002369127,0.0004186275,0.0007908104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155121,"about_ca_system_score_gemma":0.0002039086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212996,"about_ca_topic_score_gemma":0.002234159,"domain_scores_codex":[0.9998355,0.00002739476,0.00002687076,0.00003806851,0.00003825145,0.00003388958],"domain_scores_gemma":[0.9972248,0.0007208305,0.001315556,0.0001092223,0.000239434,0.0003902472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007012649,0.000007535483,0.9980891,0.000004241058,0.0000071302,0.0001485182,0.000008762805,0.00006342636,0.0003319246,0.00000603072,0.00007276286,0.001190256],"study_design_scores_gemma":[0.00000274506,0.00006516683,0.9969761,0.000003705907,0.00001558039,0.001523303,0.00005207294,0.0007085114,0.0004556568,0.00002986732,0.000164631,0.000002717455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981257,0.0001090462,0.0002440835,0.00004109595,0.000006665898,0.000005252421,0.0006211336,0.00001830679,0.0008285882],"genre_scores_gemma":[0.9987525,0.00005005278,0.0002401157,0.000005910708,0.000006679428,0.000004990947,0.0006202234,0.00000736935,0.0003121272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555995,"threshold_uncertainty_score":0.01189595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595244476594364,"score_gpt":0.2865367959671298,"score_spread":0.2705843512011862,"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."}}