{"id":"W2492729867","doi":"10.1200/jco.2016.66.9077","title":"Intellectual Outcome in Molecular Subgroups of Medulloblastoma","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medulloblastoma; Sonic hedgehog; Medicine; Incidence (geometry); Radiation therapy; Wnt signaling pathway; Internal medicine; Pediatrics; Oncology; Pathology; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004658125,0.0003409164,0.0004316385,0.0007269778,0.0003583138,0.0004068604,0.0003371266,0.0001902482,0.0005392239],"category_scores_gemma":[0.002554164,0.00007404241,0.0004133721,0.0005721252,0.0003660631,0.0003905795,0.0006178842,0.0003289203,0.00007869682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009133979,"about_ca_system_score_gemma":0.0005826826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009885822,"about_ca_topic_score_gemma":0.01155512,"domain_scores_codex":[0.9997686,0.00005048415,0.0000275456,0.00004945353,0.00005405441,0.00004990499],"domain_scores_gemma":[0.9986899,0.00013126,0.0009041787,0.00004172928,0.00007398848,0.0001589521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009197756,0.00003418243,0.9902399,0.00001344086,0.00009311813,0.0002032565,0.0001013941,0.0004086678,0.0006008952,0.0000380611,0.00007201502,0.007275272],"study_design_scores_gemma":[0.00001792727,0.000417943,0.997832,0.000008322496,0.00004502065,0.0005669385,0.000224864,0.0003139277,0.0002565492,0.0001585365,0.0001536185,0.000004451013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992821,0.0002167325,0.00004862629,0.00003094639,0.000001728316,0.000006552547,0.0001260424,0.000002671018,0.0002845913],"genre_scores_gemma":[0.9995479,0.00006678869,0.00005187796,0.00001012074,0.000003398843,0.000005049628,0.0002533146,0.000001111606,0.00006037142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009885822,"threshold_uncertainty_score":0.01965654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073537634151747,"score_gpt":0.4573374633794889,"score_spread":0.3499836999643142,"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."}}