{"id":"W2036380559","doi":"10.1017/s0317167100014293","title":"Correlation Between MRI Findings and Histological Diagnosis of Brainstem Glioma","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brainstem; Glioma; Pathological; Magnetic resonance imaging; Pathology; Radiology; Biopsy; Lesion; Histopathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005052824,0.000224947,0.0001534058,0.001075402,0.0001455541,0.0002763855,0.0002081794,0.0002224117,0.001640715],"category_scores_gemma":[0.004500204,0.0001225696,0.0001415949,0.0003924537,0.0002842525,0.0003286031,0.0002291003,0.0002149027,0.000348382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441897,"about_ca_system_score_gemma":0.0002504424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227614,"about_ca_topic_score_gemma":0.002332167,"domain_scores_codex":[0.9997147,0.00005398139,0.00006260804,0.00005504797,0.00007782807,0.0000359464],"domain_scores_gemma":[0.997418,0.0006163856,0.001276308,0.00009043513,0.0003810098,0.0002178312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005903713,0.000005709225,0.9973541,0.0000111625,0.00001366568,0.0003370335,0.00001622362,0.00005743217,0.0007547397,0.000005575918,0.0000318315,0.001353375],"study_design_scores_gemma":[0.000002914627,0.00007271463,0.9954756,0.000008187398,0.00001549052,0.003537025,0.00006983874,0.0002168714,0.0004730808,0.00001468084,0.0001103818,0.000003111185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986253,0.0004477792,0.0001631867,0.00002941538,0.000008070959,0.000006558052,0.00008251163,0.000006460185,0.0006306835],"genre_scores_gemma":[0.9995877,0.00009732378,0.0001346709,0.000007220479,0.000007512623,0.000003331732,0.00009441935,0.00000127696,0.00006651186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001640715,"threshold_uncertainty_score":0.005488694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296904367756334,"score_gpt":0.2634692248858849,"score_spread":0.2305001812083216,"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."}}