{"id":"W4280616776","doi":"10.3390/curroncol29050280","title":"Newly Diagnosed Multifocal GBM: A Monocentric Experience and Literature Review","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007010204,0.0005359759,0.0008237153,0.00735095,0.0004502724,0.001080225,0.000644113,0.0004620657,0.001605626],"category_scores_gemma":[0.001498264,0.0002953429,0.0004798053,0.009017232,0.0006332853,0.001212061,0.000672128,0.0002687084,0.0005665419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111784,"about_ca_system_score_gemma":0.0007881577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369779,"about_ca_topic_score_gemma":0.002248741,"domain_scores_codex":[0.9992571,0.000107127,0.0002965909,0.0001600209,0.0001210178,0.00005801208],"domain_scores_gemma":[0.998743,0.0004421264,0.0005204555,0.00005664777,0.0001355455,0.0001023398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004628978,0.0002221774,0.3081453,0.02808273,0.0009618684,0.1067327,0.004451012,0.0003893705,0.004678849,0.0009321246,0.01432965,0.5306113],"study_design_scores_gemma":[0.00004564798,0.0003230528,0.350614,0.009551135,0.001668717,0.5287811,0.004809303,0.000202366,0.0009469624,0.0005707996,0.1023768,0.0001101108],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1522789,0.8428559,0.000575362,0.0004784269,0.0002012222,0.00006079802,0.0005413066,0.00003457998,0.002973469],"genre_scores_gemma":[0.2608129,0.7358094,0.0007577108,0.0005708356,0.0005988911,0.0000466944,0.0008584587,0.00001789825,0.0005273143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00735095,"threshold_uncertainty_score":0.005371392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1787792492543333,"score_gpt":0.4522474383607938,"score_spread":0.2734681891064605,"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."}}