{"id":"W2614686673","doi":"10.1007/s11060-017-2462-4","title":"Analysis of surgical and MRI factors associated with cerebellar mutism","year":2017,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; Impact; McMaster University","funders":"","keywords":"Medicine; Calcification; Odds ratio; Medulloblastoma; Pathological; Pilocytic astrocytoma; Magnetic resonance imaging; Ventricle; Hemosiderin; Cohort; Fourth ventricle; Radiology; Astrocytoma; Surgery; Internal medicine; Pathology; Glioma","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":[0.0003395288,0.0003467388,0.0003401508,0.001746374,0.0004979508,0.0005671008,0.0004301165,0.0005175999,0.003038999],"category_scores_gemma":[0.002943563,0.0002240929,0.0005941534,0.001564836,0.0005412909,0.0005435476,0.0003639818,0.0005693069,0.0003361476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319297,"about_ca_system_score_gemma":0.0007105749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994533,"about_ca_topic_score_gemma":0.003110515,"domain_scores_codex":[0.9995965,0.00008638592,0.00007388803,0.00007626897,0.00007050284,0.00009643049],"domain_scores_gemma":[0.9975665,0.0006842465,0.001005087,0.0001200938,0.0001856513,0.0004385288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645452,0.00002910501,0.9978527,0.000006628427,0.00004276352,0.0005452331,0.00002347876,0.00004253441,0.0003007759,0.00001755957,0.00004228575,0.0009325478],"study_design_scores_gemma":[0.000003275971,0.0001238598,0.9970961,0.000004816426,0.00005446997,0.001853062,0.0002486186,0.0002627634,0.0001596786,0.00004865499,0.0001390148,0.000005676826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987023,0.0002945022,0.0001213945,0.00005034891,0.000009456932,0.000004957188,0.0001481121,0.000005251296,0.0006637129],"genre_scores_gemma":[0.9996191,0.00007462513,0.00005442661,0.000007778875,0.00001372495,0.00000238259,0.00009033974,0.0000021214,0.0001354374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003038999,"threshold_uncertainty_score":0.01016647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08692544639285024,"score_gpt":0.3944274032399356,"score_spread":0.3075019568470854,"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."}}