{"id":"W3035184851","doi":"10.1002/cam4.3216","title":"Differences in the preferential location and invasiveness of diffuse low‐grade gliomas and their impact on outcome","year":2020,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White matter; Fluid-attenuated inversion recovery; Medicine; Pathology; Voxel; Tractography; Glioma; Frontal lobe; Radiology; Magnetic resonance imaging","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":[0.0002594082,0.0002082515,0.0001911211,0.000583417,0.0001753887,0.0003968694,0.0001305564,0.0001647315,0.001330756],"category_scores_gemma":[0.001163319,0.00008376408,0.0002033209,0.0003894831,0.0002534452,0.0002645986,0.0003323159,0.0001847414,0.0002118132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632232,"about_ca_system_score_gemma":0.0001740089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102263,"about_ca_topic_score_gemma":0.002072198,"domain_scores_codex":[0.9998488,0.00002170705,0.000018688,0.00004136429,0.00003186809,0.0000375513],"domain_scores_gemma":[0.9991249,0.0001642588,0.0003888533,0.00004895742,0.00008884213,0.0001841061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250246,0.00001050292,0.9959785,0.000009919831,0.00002713857,0.0001888298,0.00004115297,0.00009048943,0.000630056,0.00001437385,0.00002790647,0.002756127],"study_design_scores_gemma":[0.000005656686,0.00009055404,0.9980716,0.000003403864,0.00002648207,0.001166765,0.0001076428,0.0001463042,0.0002312326,0.00005401317,0.00009311472,0.000003075399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994656,0.0001215601,0.00008352359,0.000005278415,0.000001182212,0.000002493057,0.00009813077,0.000001988582,0.0002201475],"genre_scores_gemma":[0.9997764,0.00002784716,0.00002731657,0.000001554999,0.00000190411,0.000001979768,0.00012525,0.000001008884,0.00003668628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330756,"threshold_uncertainty_score":0.004451871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07284382289293662,"score_gpt":0.3306439136434058,"score_spread":0.2578000907504692,"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."}}