{"id":"W4403270680","doi":"10.1016/j.ghres.2024.100001","title":"Welcome to Glial Health Research","year":2024,"lang":"en","type":"article","venue":"Glial health research.","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Psychology","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":[0.009402934,0.001678282,0.002175292,0.002565132,0.004071116,0.01133981,0.002535915,0.03220749,0.1918203],"category_scores_gemma":[0.05016924,0.00119984,0.003092591,0.0009399953,0.003083191,0.005394488,0.009790526,0.02493522,0.1141731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075808,"about_ca_system_score_gemma":0.01301707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755498,"about_ca_topic_score_gemma":0.007591623,"domain_scores_codex":[0.9892794,0.002201736,0.0005407165,0.001138141,0.004587052,0.002252878],"domain_scores_gemma":[0.8630911,0.01492136,0.004147124,0.00403189,0.03257135,0.08123724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007381175,0.00003968743,0.0001028355,0.00006962213,0.00001073699,0.0002076223,0.00002221084,0.00001578031,0.0001545072,0.0007528529,0.9922385,0.006311961],"study_design_scores_gemma":[0.0002074044,0.0001023139,0.0008548274,0.0002718934,0.00001847158,0.0004565656,0.0002713574,0.00005069805,0.00008765218,0.003058971,0.9945832,0.00003659906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004424813,0.006373544,0.000351668,0.51687,0.4526657,0.0001077955,0.0003609409,0.0002020803,0.02262575],"genre_scores_gemma":[0.003501109,0.004376366,0.001011696,0.3834992,0.3822919,0.0001830279,0.0005514785,0.0002816413,0.2243035],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1918203,"threshold_uncertainty_score":0.641703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4445406419958289,"score_gpt":0.5828474097469688,"score_spread":0.1383067677511399,"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."}}