{"id":"W4232181150","doi":"10.3410/f.718450218.793496232","title":"Faculty Opinions recommendation of Metastasis stage, adjuvant treatment, and residual tumor are prognostic factors for medulloblastoma in children: conclusions from the Children's Cancer Group 921 randomized phase III study.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Oncology; Adjuvant; Medicine; Stage (stratigraphy); Internal medicine; Metastasis; Residual; Randomized controlled trial; Cancer; Cancer research; Biology; Computer science","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":[0.003420082,0.001141624,0.001640953,0.001529137,0.0005050373,0.001562312,0.003382814,0.001669088,0.02595506],"category_scores_gemma":[0.03085473,0.0006702805,0.003229059,0.002865161,0.0003333846,0.001028089,0.001324812,0.001728354,0.007493316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905494,"about_ca_system_score_gemma":0.005180305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727141,"about_ca_topic_score_gemma":0.07066911,"domain_scores_codex":[0.997526,0.0008290511,0.0004545149,0.0004854487,0.0005120707,0.0001930115],"domain_scores_gemma":[0.9894852,0.003545916,0.003140586,0.001354855,0.001634659,0.0008388053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.006717645,0.0001709695,0.04626754,0.005044888,0.004240199,0.00006942188,0.00004521203,0.0009424224,0.0002922522,0.0005473667,0.920145,0.01551714],"study_design_scores_gemma":[0.04642721,0.0005866881,0.3362874,0.005605998,0.01314352,0.0005425711,0.0002248856,0.003522637,0.001742098,0.003124177,0.5885378,0.000255178],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003227305,0.0006518756,0.0001555676,0.0008245833,0.00006745397,0.0001168125,0.9938884,0.00008960981,0.0009784038],"genre_scores_gemma":[0.01649013,0.0006877131,0.001368168,0.0007370032,0.0000973182,0.0009314417,0.9774227,0.00008104539,0.002184547],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02727141,"threshold_uncertainty_score":0.08682829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113046318486024,"score_gpt":0.3708272184578345,"score_spread":0.3396967552729742,"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."}}