{"id":"W4321446220","doi":"10.21203/rs.3.rs-2600530/v1","title":"Time to Dismiss Boost? Outcomes of Children With Localized and Metastatic Germinoma.","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Germinoma; Chemotherapy; Radiation therapy; Cohort; Retrospective cohort study; Primary tumor; Radiology; Surgery; Metastasis; Internal medicine; Cancer","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":[0.000234944,0.0001535659,0.0002902333,0.0002971944,0.000386481,0.0004546575,0.0002575071,0.0003471184,0.000862148],"category_scores_gemma":[0.001830767,0.0001084611,0.000285064,0.0004213599,0.0003454593,0.0004036968,0.0002713532,0.0004886602,0.000195474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000584515,"about_ca_system_score_gemma":0.0003668051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003363831,"about_ca_topic_score_gemma":0.003950743,"domain_scores_codex":[0.9998258,0.00002502347,0.00001407338,0.00004404322,0.00003036512,0.00006075478],"domain_scores_gemma":[0.9985738,0.000187692,0.0007733172,0.00004058365,0.00008099715,0.0003437281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377985,0.00001690252,0.9972469,0.000007281953,0.00001564485,0.0006015612,0.00007224406,0.00007009498,0.0001974931,0.00001475331,0.0001006994,0.001518713],"study_design_scores_gemma":[0.00001169792,0.0003646725,0.9937702,0.00001122689,0.00003223847,0.004980668,0.0002272596,0.0001165817,0.0001509603,0.00002759726,0.0003015594,0.00000532597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991359,0.0003605708,0.00002888338,0.00004619637,0.000004710066,0.000002719286,0.0001991296,0.00000215423,0.0002197779],"genre_scores_gemma":[0.9995182,0.00009999098,0.00002310503,0.00001460955,0.000008248359,0.000003515965,0.0002711031,0.000001599089,0.0000596589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003363831,"threshold_uncertainty_score":0.006688476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806340324831296,"score_gpt":0.401026384163658,"score_spread":0.332962980915345,"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."}}