{"id":"W2804003461","doi":"10.1007/s11060-018-2906-5","title":"The clinical importance of medulloblastoma extent of resection: a systematic review","year":2018,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medulloblastoma; Resection; Systematic review; Medicine; MEDLINE; Biology; Surgery; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003929837,0.0003157952,0.007156807,0.0001981228,0.00005056293,0.000006149879,0.0004154334,0.0003182842,0.00004708693],"category_scores_gemma":[0.00542688,0.0001481828,0.002374637,0.0003869202,0.0003110796,0.00003323831,0.00009266452,0.0007408822,0.00001574975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730485,"about_ca_system_score_gemma":0.001473486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.956369e-7,"about_ca_topic_score_gemma":0.00001015143,"domain_scores_codex":[0.9912492,0.001800637,0.005861058,0.0002445678,0.0006181627,0.0002263418],"domain_scores_gemma":[0.9830463,0.004566315,0.01044938,0.0007648588,0.0009572944,0.0002158548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002026021,0.001516431,0.0001353818,0.8991082,0.002712277,0.001745205,0.00001931096,5.301397e-8,0.000005713543,0.00005534766,0.02951763,0.06498189],"study_design_scores_gemma":[0.0007554822,0.008184209,0.00003217594,0.4065053,0.01279765,0.01013766,0.00001388359,4.811738e-7,0.000005002508,0.00001220452,0.5614909,0.00006504702],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002195196,0.9949685,0.000001591756,0.00118179,0.001434769,0.001930043,0.000007369977,0.00000387724,0.0002525733],"genre_scores_gemma":[0.00008203724,0.9988071,0.000125754,0.0003446581,0.0004905457,0.00008621957,0.00000197653,0.00003446661,0.00002723475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5319733,"threshold_uncertainty_score":0.6496874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069740452409402,"score_gpt":0.4541913315389977,"score_spread":0.3472172862980575,"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."}}