{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008171638,0.00167453,0.01219092,0.008817582,0.0006031325,0.002331664,0.001860166,0.001763358,0.004744601],"category_scores_gemma":[0.03153879,0.00104981,0.01046564,0.01158013,0.00077881,0.001667236,0.001360987,0.0009342191,0.0004120826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792068,"about_ca_system_score_gemma":0.009431126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009815854,"about_ca_topic_score_gemma":0.02648303,"domain_scores_codex":[0.9924198,0.002241692,0.003408295,0.0007179335,0.0009584637,0.0002537657],"domain_scores_gemma":[0.9775391,0.0141268,0.005644549,0.0003904832,0.002017537,0.0002814986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002502215,0.000009343751,0.001235337,0.9670693,0.02032944,0.00007375803,0.00008655956,0.00005987062,0.0001057369,0.00006987387,0.001080042,0.009630601],"study_design_scores_gemma":[0.0005277121,0.0003059736,0.01161131,0.683513,0.2880327,0.0004374199,0.0002569881,0.00009627593,0.0001916042,0.0002907176,0.01468614,0.00005007273],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001832725,0.996106,0.0001261515,0.0002088605,0.0000851337,0.0002583322,0.001177786,0.000007969047,0.0001970036],"genre_scores_gemma":[0.03003279,0.966349,0.0007182013,0.0006704276,0.0001210165,0.00099261,0.0009341651,0.00001074727,0.0001710295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01219092,"threshold_uncertainty_score":0.04321623,"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."}}