{"id":"W4292316598","doi":"10.1093/noajnl/vdac133","title":"Systematic review of diffuse hemispheric glioma, H3 G34-mutant: Outcomes and associated clinical factors","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Nova Scotia Health Authority; Hospital for Sick Children; Izaak Walton Killam Health Centre; Dalhousie University","funders":"IWK Health Centre","keywords":"Glioma; Mutant; Neuroscience; Psychology; Medicine; Biology; Genetics; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004907649,0.0002203207,0.001742279,0.00006601161,0.0001361479,0.000004468387,0.0001298912,0.00007568762,0.0001722836],"category_scores_gemma":[0.002863252,0.0001528428,0.0002653813,0.0003301151,0.0001426024,0.00006154292,0.0001381172,0.0002743748,0.000004671223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188944,"about_ca_system_score_gemma":0.00008125361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006429605,"about_ca_topic_score_gemma":0.000007616791,"domain_scores_codex":[0.9974387,0.0006289206,0.0009846895,0.0003667763,0.0003440463,0.0002368733],"domain_scores_gemma":[0.9961753,0.00259732,0.0007019186,0.000330332,0.0000776216,0.0001174801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013737,0.00502446,0.9117094,0.07561224,0.0008889239,0.001348431,0.0001755604,0.000003648661,0.003517907,0.0000983734,0.0007225682,0.0007610952],"study_design_scores_gemma":[0.04875527,0.02882088,0.7665515,0.08295041,0.0212374,0.003014108,0.003113965,0.0001750948,0.0118162,0.0006979715,0.03086354,0.002003681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333167,0.06347128,0.000001052873,0.001086264,0.0004516551,0.001322199,0.00004336139,0.00005466594,0.0002528112],"genre_scores_gemma":[0.9765668,0.02048027,0.00007047961,0.002405806,0.00001728374,0.0003768473,0.00002826856,0.00002435729,0.00002991756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451579,"threshold_uncertainty_score":0.6232746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509196686692568,"score_gpt":0.3502636565230398,"score_spread":0.3251716896561141,"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."}}