{"id":"W4281630031","doi":"10.1093/neuonc/noac079.196","title":"GCT-02. Imaging response assessment for Central Nervous System Germ Cell Tumours: consensus recommendations from the European Society for Paediatric Oncology Brain Tumour Group (SIOPE-BTG) and North American Children’s Oncology Group (COG)","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Clinical trial; Internal medicine; Germ cell tumors; Disease; Radiological weapon; Chemotherapy; Surgery","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":[0.07296363,0.001425331,0.003740747,0.005792195,0.001422401,0.004020477,0.01028982,0.006982716,0.002746368],"category_scores_gemma":[0.0596665,0.0008831847,0.00821231,0.004031817,0.002044688,0.0030413,0.005598623,0.009243788,0.00394209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005519436,"about_ca_system_score_gemma":0.01617358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008471742,"about_ca_topic_score_gemma":0.005862273,"domain_scores_codex":[0.9714378,0.01199386,0.008376868,0.001361646,0.005363739,0.001466131],"domain_scores_gemma":[0.9276515,0.02230706,0.009009431,0.002082346,0.0336654,0.005284273],"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":[0.0009011365,0.0004537833,0.01159257,0.02404206,0.0009970592,0.0007121791,0.002024296,0.004569316,0.003952749,0.01121948,0.3205566,0.6189787],"study_design_scores_gemma":[0.0007467254,0.0007976294,0.0211304,0.06870093,0.002109502,0.001922367,0.002267295,0.004246808,0.003633913,0.01686859,0.8773159,0.0002598518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02709207,0.3489257,0.1089458,0.3940893,0.02236227,0.01431663,0.01489827,0.003621733,0.06574839],"genre_scores_gemma":[0.1169425,0.2284231,0.4477782,0.09935695,0.006563509,0.02357224,0.05481512,0.002065517,0.02048292],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07296363,"threshold_uncertainty_score":0.3858731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643181338426582,"score_gpt":0.2899909168395542,"score_spread":0.2735591034552884,"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."}}