{"id":"W4281656733","doi":"10.1002/pbc.29838","title":"How do we approach the management of medulloblastoma in young children?","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Alberta Children's Hospital","funders":"","keywords":"Medulloblastoma; Medicine; Chemotherapy; Radiation therapy; Neurocognitive; Oncology; Adjuvant; Clinical trial; Internal medicine; Cognition; Pathology; Psychiatry","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":[0.001577978,0.0006000295,0.0008232284,0.001083221,0.00105768,0.001988458,0.001105027,0.002222068,0.001644796],"category_scores_gemma":[0.005539405,0.0001913738,0.0005948163,0.0004523133,0.001292909,0.003733038,0.001921201,0.007088732,0.001030954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799224,"about_ca_system_score_gemma":0.00508044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006670514,"about_ca_topic_score_gemma":0.01520636,"domain_scores_codex":[0.9993812,0.0001813814,0.00007961509,0.00009270146,0.0001380231,0.0001270372],"domain_scores_gemma":[0.9979535,0.0004073041,0.0002869194,0.00005759385,0.000424968,0.0008696907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003340362,0.0002919733,0.04392988,0.0019543,0.0002781509,0.006017157,0.00119667,0.0026001,0.002006229,0.009885558,0.1801219,0.7513841],"study_design_scores_gemma":[0.00038422,0.001508657,0.07826351,0.01363909,0.0006276424,0.03811612,0.01700937,0.002480975,0.002117519,0.08292173,0.762554,0.0003771165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02882249,0.3405329,0.01505381,0.5890086,0.0118302,0.0001666277,0.0004357902,0.0003703371,0.01377917],"genre_scores_gemma":[0.1920622,0.5892254,0.05340143,0.1260082,0.03130549,0.0004113895,0.0007405117,0.0002250512,0.006620259],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006670514,"threshold_uncertainty_score":0.01326334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008732298133847731,"score_gpt":0.2312612177871076,"score_spread":0.2225289196532599,"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."}}